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Free Download Freelancing Guide - How to Sell Services as a Freelancer
Last updated 11/2024
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 1h 27m | Size: 248 MB
Master the Art of Freelancing: Proven Strategies to Attract Clients, Boost Your Income, and Be a Successful Freelancer

What you'll learn
Understand the Freelance Landscape
Develop Effective Marketing Strategies
Master Client Communication and Relationship Management
Implement Project and Time Management Techniques
Requirements
No Experience Needed. This Course Will Teach You Everything You Need to Know About How to Successfully Sell Services as a Freelancer
Description
Unlock your potential as a successful freelancer with our comprehensive course, "Freelancing Guide: How to Sell Services as a Freelancer." This course is designed for anyone eager to embrace the freedom and flexibility of freelancing, whether you're just starting your journey or looking to refine your existing skills. With a clear focus on practical strategies and real-world applications, this course provides you with the essential tools you need to thrive in the competitive freelance market.In this engaging, instructor-led course, you'll learn how to navigate the freelance landscape with confidence and expertise. We begin by guiding you through the process of identifying your unique strengths and niche, helping you discover what makes your services stand out. You'll learn how to develop a compelling personal brand that resonates with your target audience and cultivates trust. Additionally, we'll help you create an irresistible unique selling proposition (USP) that clearly communicates your value and differentiates you from the competition.Marketing your freelance services effectively is crucial to attracting clients, and this course dives deep into various strategies to do just that. You'll explore the power of online platforms and social media, learning how to leverage these tools to showcase your skills and build a robust client base. We'll guide you through the steps of crafting winning proposals that not only capture attention but also convert leads into paying clients.Communication is key in freelancing, and you'll master essential client communication skills that ensure strong, lasting relationships. We'll cover how to manage client expectations, handle feedback, and foster open dialogue that encourages collaboration. By building these relationships, you'll not only secure repeat business but also generate valuable referrals, amplifying your growth potential.As a freelancer, managing your projects and time effectively is paramount. In this course, you'll gain access to practical tools and methodologies that enhance your productivity while maintaining high-quality standards. We'll introduce you to popular project management software, time management techniques, and organizational strategies that allow you to work smarter, not harder.We understand that freelancing comes with its own set of challenges, and that's why we address common issues such as income instability and burnout. You'll learn strategies to create a financial safety net, budget effectively, and diversify your client base to ensure a steady income stream. Moreover, we provide insights into recognizing the signs of burnout and implementing self-care practices that keep you motivated and engaged in your work.With real-world examples, actionable tips, and engaging content, this course is your gateway to a rewarding freelance career. Our experienced instructor is dedicated to your growth, offering personalized feedback and guidance every step of the way.Enroll today and take the first step toward turning your skills into a thriving freelance business. Discover the freedom, flexibility, and financial independence that comes with being a successful freelancer. Join us and unlock your potential today!
Who this course is for
Aspiring Freelancers: Individuals who are new to freelancing and looking to transition from traditional employment to a freelance career. This group may include recent graduates, professionals seeking greater flexibility, or anyone interested in leveraging their skills and expertise in a freelance capacity
Established Freelancers Seeking Growth: Current freelancers who have some experience but want to enhance their skills in client acquisition, marketing, and project management. This group may be looking to diversify their services, increase their income, or develop strategies for retaining clients and expanding their business
Professionals in Transition: Individuals currently in a career or industry that is experiencing disruption or change, such as those affected by economic shifts or job market fluctuations. This group may be looking to pivot to freelancing as a viable alternative to traditional employment and seeks guidance on how to establish themselves successfully in the freelance market
Homepage

https://www.udemy.com/course/freelancing-guide-how-to-sell-services-as-a-freelancer-tareq-hajj/

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Free Download French Delf A1 intensive Course - Speak like a Native
Published 11/2024
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 3h 18m | Size: 1.89 GB
Master Essential French Vocabulary and Grammar for Everyday Conversations: Speak Confidently and Fluently Like a Native!

What you'll learn
Common Vocabulary : Build your French vocabulary for everyday topics like family, hobbies, shopping & food etc.
Speaking : You will learn How to hold simple conversations and respond to basic questions
Exam Preparation : This course will help you for preparation in Delf A1 course
Grammar Essentials : Learn verb conjugations (Present tense), Articles, Pronouns and sentence structures.
Requirements
No French experience Required. If you are absolute beginner then this course is for you. You just need a mobile or laptop/PC and a good internet connection.
Description
Who Is This Course For?• Complete Beginners: No prior knowledge of French is required. The course startsfrom the basics.• Students Preparing for the DELF A1 Exam: This course will help you meet the A1-level requirements of the DELF exam.• Travelers and Job Seekers: If you're planning to visit or live in a French-speakingcountry, or if you are finding a job in that country, this course will help youcommunicate more effectively in daily situations and enhance your CV as an extraskill.Course Benefits :-• Grammar Essentials: Learn verb conjugations (present tense), articles, pronouns,and sentence structures.• Common Vocabulary: Build your French vocabulary for everyday topics like family,hobbies, shopping, and food etc.• Listening Skills: Practice listening to basic conversations and instructions in French.• Speaking: Learn how to hold simple conversations and respond to basic questions.• Exam Preparation: This course will help you for preparation in Delf A1 course.Why Learn French?Learning French opens up the doors to new opportunities both personally and professionally. As oneof the most widely spoken languages ​​​​in the world, French allows you to connect with over 300million people across continents. It's the official language in 29 countries and is key in internationalrelations, diplomacy, and global organizations like the UN. Whether for travel, business, or culture,mastering enhances communication skills, broadens career prospects, and deepens yourunderstanding of Francophone cultures, including literature, films, and art. Plus, it's a stepping stoneto learn other Romance languages, like Spanish or Italian.
Who this course is for
Absolute Beginners : No prior knowledge of French is required. the course starts from the basics.
Students Preparing for the Delf A1 Exam: This course will help you meet the A1 level requirements of the Delf Exam
Job seekers & travelers : If you are planning to visit or live in a French speaking country, or if you are finding a job in that country, this course will help you communicate more effectively in daily situations and enhance your CV as a extra skill
Homepage

https://www.udemy.com/course/french-delf-a1-intensive-course-speak-like-a-native/

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Free Download From Beginner to Pro - Master YouTube in 2024 Step-by-Step
Last updated 5/2024
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 1h 41m | Size: 1.18 GB
Helping Beginners to Master YouTube in 2024

What you'll learn
How to harness the power of AI to create YouTube Channel
Developing skills in video editing and optimization
Learning effective branding and channel growth tactics
Exploring monetization options and revenue generation strategies
Requirements
You will learn everything you need to know
Description
Welcome to this comprehensive Udemy course, 'From Beginner to Pro: Master YouTube in 2024 Step-by-Step.' In this immersive learning experience, I invite you to embark on a transformative journey through the ever-evolving landscape of YouTube content creation. Whether you're an absolute novice looking to establish your presence, or a seasoned creator aiming to refine your skills and elevate your channel to professional status, this course is designed to cater to all skill levels and aspirations.Throughout this course, I'll guide you through a meticulously curated curriculum that covers every facet of mastering YouTube in 2024. From the foundational principles of setting up your channel and optimizing it for maximum visibility to the advanced strategies for creating captivating content, engaging with your audience, and leveraging monetization opportunities, we leave no stone unturned in providing you with the knowledge, tools, and insights needed to thrive in the digital realm.With my step-by-step approach, you'll learn not only the 'how' but also the 'why' behind each aspect of YouTube content creation. I'll delve into the latest trends, best practices, and industry secrets, empowering you to stay ahead of the curve and stand out amidst the sea of content online. Moreover, our course is continuously updated to reflect the latest changes and innovations in the YouTube platform, ensuring that you're always equipped with the most relevant and up-to-date information.But this course is more than just a compilation of tutorials - it's a community of like-minded individuals driven by a shared passion for creating exceptional content. Through interactive discussions, Q&A sessions, and collaborative projects, you'll have the opportunity to connect with fellow learners, exchange ideas, and forge valuable relationships that extend beyond the confines of this course.By the end of this journey, you'll emerge not only as a proficient YouTube content creator but also as a confident and empowered digital entrepreneur. Whether your goal is to entertain, educate, inspire, or inform, you'll have the skills and expertise to make a meaningful impact and leave your mark on the world through the power of online video.So, if you're ready to turn your YouTube aspirations into reality and embark on a transformative journey towards becoming a YouTube pro in 2024, join us on this exciting adventure. Let's unlock your full potential and set you on the path to success in the dynamic and ever-expanding world of YouTube content creation."
Who this course is for
Beginner Youtube creator
Existing YouTube channel owners who want to grow faster
Homepage

https://www.udemy.com/course/from-beginner-to-pro-master-youtube-in-2024-step-by-step/

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Free Download From Oops to Optimized - Short Term Rental Mistakes To Avoid
Published 11/2024
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 1h 12m | Size: 728 MB
AirBNB Profit Booster

What you'll learn
Avoid Buying The Wrong Property
How To Avoid Paying Full Price For Furnishings
Insurance Woes
Why Thinking Small Is Costing You
Maintenance Nightmares Solved
Preventing Bad Actors From Staying
Critical Tax Saving Omissions
Why Inspectors Are Not Created Equal
Creating A Viable Exit Plan
Requirements
Desire To Maximize Short Term Rental Income
Description
Boost Your Short-Term Rental Success: Essential Strategies to Maximize Profits & Minimize HeadachesStop leaving money on the table with your short-term rental business. Whether you're a new host or an aspiring co-host, this comprehensive course reveals the costly pitfalls that drain profits and create unnecessary stress in the vacation rental industry.Why This Course Is Essential for Your SuccessEvery day, well-intentioned hosts lose thousands through simple, avoidable mistakes. From pricing errors and inefficient operations to guest communication blunders, these missteps can transform your promising investment into a time-consuming burden. This course distills over a decade of expertise into actionable lessons that will safeguard your business and accelerate your path to profitability.Costly Mistakes You'll Learn to AvoidThe common pricing strategy that leaves $1,000+ monthly on the tableCritical insurance gaps that could cost you everythingCommunication mistakes that lead to negative reviews and lost bookingsAutomation errors that actually increase your workloadMarketing missteps that hurt your visibility on booking platformsTransform Your Business in Weeks, Not YearsNo more guesswork or costly trial and error. Whether you manage one property or aspire to build a portfolio, these proven systems scale effortlessly with your business.Don't learn these lessons the hard way. Join successful hosts who have used these strategies to build thriving, low-stress rental businesses that generate consistent profits month after month.Take control of your short-term rental success today. Your future self will thank you for making this investment in your business education.
Who this course is for
Short Term Hosts
Property Owner, Manager or Arbitrage
Smart Hosts Who Want To Take Their Game To The Next Level
Homepage

https://www.udemy.com/course/airbnbmistakes/

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Free Download Frontend Masters - Build a Website from Scratch (2024)
Released 11/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 12 Lessons ( 10h 43m ) | Size: 2.31 GB
Spend two days building and deploying a production-ready website from scratch with Kevin Powell!

Key Takeaways
By participating along with us in the workshop, you'll learn
Learn how to break down a design and create a plan of attack
Understand the differences between utility-first and "traditional" CSS approaches
Gain hands-on experience building a responsive navigation and layout
Explore how well-written CSS helps with project scalability
Discover how to add animations and transitions to enhance user experience
Is This Workshop for Me?
This workshop is designed for developers who have a basic understanding of HTML and CSS and want to learn how to build a complete, production-ready website from scratch.
Workshop Details
In this two-day workshop, you'll learn how to build a complete, responsive website from scratch using modern web development techniques. Kevin Powell will guide you through the process, from breaking down the design to deploying your site, while sharing best practices and exploring advanced topics like animations and transitions.
Any Prerequisites?
Basic knowledge of HTML and CSS
Familiarity with using a text editor and command line
Understanding of version control with Git (helpful but not required)
Homepage

https://frontendmasters.com/workshops/build-a-website/

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Free Download Fundamentals Of Photo Editing In Darktable | Free Software
Last updated 7/2021
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 2.85 GB | Duration: 2h 59m
Edit Photos from Start to Finish in Darktable's Free Photo Editing Software with This Beginner's Guide!

What you'll learn
Photo Editing with Darktable
RAW Image Editing
RAW Processing
Darktable Layout
Darktable Modules
Setting Up Your Camera for RAW Photography
Uploading RAW Photos to Your Computer
Making Popular Image Adjustments
Color Correcting RAW Images
Sharpening RAW Images
Saving/Exporting RAW Images
Adding Styles and Tags to Your Photos
Requirements
Have a computer
Have a camera capable of taking RAW photos (i.e. DSLR camera)
Description
Want to learn how to properly edit your photos using the popular and FREE RAW Processing Software Darktable? Want to know how to properly set up your camera for RAW photography? Looking to finally learn the Darktable layout, panels, and modules so you aren't "stabbing in the dark" when making image adjustments? I'm Mike Davies, photographer, course instructor, and owner of Davies Media Design. I'm here to introduce you to one of the most powerful pieces of RAW processing software on the planet. The best part? It's totally free! (Don't worry - if your camera can't take RAW photos, this software works with JPEGs, too!)You'll quickly find out in this useful course that Darktable is an amazing free alternative to premium software like Adobe Lightroom.In this course, I provide:An introduction to Darktable and RAW PhotographyInstructions on how to take RAW photos with your cameraAn overview of importing RAW images to your computer and opening them in DarktableAn in-depth look at the Darktable layout, including updates to the layout in Darktable 3.4 and 3.6.A demonstration of all the Panels found in DarktableAn introduction to modules, as well as an in-depth look at my favorite modules for photo editingAn overview of how Darktable's "pixelpipe," or module order, works to help you get the most out of your editingDefinitions for photo editing and Darktable conceptsInsight into why certain modules/image adjustments are used for RAW editingStep-by-step instruction on how to edit/remove/add your photo's:ExposureShadows and HighlightsTone CurveColor BalanceWhite BalanceNoiseSharpeningVignetteExporting guidelines and recommendationsWhether you're a casual photographer familiar with photo editing, or someone looking to learn professional editing or RAW image processing for the first time, this course is perfect for you! My lectures are easy for beginners to follow, but in-depth enough for anyone to walk away knowing more about Darktable and image editing than they previously did. As an instructor on Udemy, my courses have over 17,000 students and a 4.8 star rating. Plus, I personally answer your questions about Darktable and photo editing, and encourage feedback to improve the course.What Students Say About the Course"I am a beginner in photo editing, and I chose Darktable for raw processing, because the "industry standard" LR's [Lightroom] pricing for me is just too expensive. When I first opened DT, I had no clue how to start, I needed some help. This course provided exactly what I needed for my first project. Of course, I did not become a master overnight, but it I am heading to the right direction now."-Gergely L. | 5-star rating"I'm working on nighttime photography and found this to be very helpful."-Yvonne J. | 5-star rating"Excellent clear presentation."-Guy W. | 5-star ratingLifetime AccessIt's time you finally mastered RAW photo editing and Darktable! Join over 600 students and enroll today for lifetime access - including access to future content added to the course.
Overview
Section 1: Introduction
Lecture 1 Course Intro
Lecture 2 Introduction to Darktable
Lecture 3 How to Take RAW Photos (Camera Settings)
Lecture 4 Download and Install Darktable
Lecture 5 Import RAW Photos to Your Computer
Lecture 6 Open a RAW Image Into Darktable
Lecture 7 Why There's No Save Button in Darktable
Section 2: The Darktable Layout
Lecture 8 Navigation Panel
Lecture 9 Snapshot Panel
Lecture 10 History Panel (Darktoom Tab)
Lecture 11 History Panel (Lighttable Tab)
Lecture 12 Important Changes to Modules Layout in Darktable 3.4 or Newer
Lecture 13 Introduction to Modules
Lecture 14 Bottom Bar
Lecture 15 Duplicate Manager
Lecture 16 Color Picker Panel
Lecture 17 Tagging Panel
Section 3: Photo Editing in Darktable
Lecture 18 Introduction to Photo Editing In Darktable
Lecture 19 Correcting Exposure
Lecture 20 Shadows and Highlights
Lecture 21 Tone Curve
Lecture 22 Color Balancing and Color Correction
Lecture 23 White Balance
Lecture 24 Remove Noise
Lecture 25 Image Sharpening
Lecture 26 Adding a Vignette
Lecture 27 BONUS: Color Temperature Explained with GIMP
Lecture 28 BONUS: Stealing the Color Grading from a Photo in Darktable
Section 4: Course Conclusion
Lecture 29 Exporting Your Images Out of Darktable
Digital Photographers,Beginner Photographers,Beginner Photo Retouchers,Beginner Photo Editors,Anyone Wanting to Learn Darktable or RAW Image Processing

Homepage

https://www.udemy.com/course/darktable-photo-editing/

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Free Download Fundamentals of Remote sensing and its applications
Published 11/2024
Created by Human and Emotion: CHRMI
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 14 Lectures ( 5h 48m ) | Size: 1.84 GB

Learn the Objectives, Introduction Meaning, Elements, data collection and types of remote sensing
What you'll learn
You will learn the Objectives, Introduction Meaning and types of remote sensing which have a great importance in modern day's world.
You will be able to learn about the main two types of remote sensing which are Active Remote sensing and Passive Remote sensing.
Learn about all the important elements of remote sensing including Energy source, Radiation and the atmosphere, Transmission, Reception, Processing etc.
Learn about all the types of data collection and also its process.
This course also helps you to understand all the applications of remote sensing practically. It also helps to know about the advantages and Disadvantages
Requirements
Have an interest in understanding the Current market of remote sensing and also be interest on create something new for helping the people in modern world and for the Future
You should have Interest in to create an idea about the topography, geology, mineralogy, climatology, agriculture, weather forecast.
Description
DescriptionTake the next step in your career! Whether you're an up-and-coming professional, an experienced executive, aspiring manager, budding Professional. This course is an opportunity to sharpen your Basics about Remote sensing, increase your efficiency for professional growth and make a positive and lasting impact in the business or organization.With this course as your guide, you learn how to:● All the basic functions and skills required Basics of Remote sensing.● Transform Objectives, Introduction Meaning and types of Remote sensing, interest in Remote sensing knowledge and also its practical aspects.● Get access to recommended templates and formats for the detail's information related to basics of Remote Sensing.● Invest in yourself today and reap the benefits for years to comeThe Frameworks of the Course● Engaging video lectures, case studies, assessment, downloadable resources and interactive exercises. This course is created to learn the Objectives, Introduction Meaning and types of remote sensing, Parties interested in remote sensing.● The framework is superior to existing inversion methods because it takes the special environmental characteristics of the region and incorporates field monitoring data, remote sensing data, multiple data processing methods, and machine learning algorithms.● The course includes multiple Case studies, resources like formats-templates-worksheets-reading materials, quizzes, self-assessment, film study and assignments to nurture and upgrade your Basics of Modern remote sensing and advantages and disadvantages in detail.In the first part of the course, you'll learn the details of learn the Objectives, Introduction Meaning and types of Remote sensing, Elements of Remote sensing, Data collection with clear concepts and also practical examples.In the middle part of the course, you'll learn about Resolution of Remote sensing, principles of remote sensing and also the detailed history of remote sensing which have a great importance in modern Technology.In the final part of the course, you'll know about Application of Remote sensing with practical examples, Advantages and Disadvantages of Remote Sensing and also about the future of remote sensing.Course Content:Part 1Introduction and Study Plan● Introduction and know your Instructor● Study Plan and Structure of the Course1. Remote Sensing1.1. Introduction2. Types of Remote Sensing2.1. Active Remote Sensing2.2. Passive Remote Sensing3. Elements of Remote Sensing3.1. Energy Source3.2. Radiation and the atmosphere3.3. Interaction with the target3.4. Recording the energy by sensors3.5. Transmission, reception and processing3.6. Interpretation and analysis3.7. Application4. Data Connection4.1. Multistage Remote Sensing Data Connection4.2. Satellite Based Remote Sensing4.3. Aerial Surveying4.4. Ground based Remote Sensing4.5. Stereo pair Remote Sensing5. Resolutions In Remote Sensing5.1. Spatial Resolution5.2. Spectral Resolution5.3. Temporal Resolution5.4. Radiometric Resolution6. Principles Of Remote Sensing6.1. Introduction6.2. Definition and Scope6.3. Electromagnetic waves6.4. Electromagnetic Spectrum6.5. Radiation Terminology6.6. Radiation Laws6.7. Black Body Radiation6.8. Interactions with the Atmosphere6.9. Atmospheric Windows6.10. Interactions with the Earth's Surface7. History of Remote Sensing7.1. Introduction8. Application of Remote Sensing8.1. Agriculture8.2. Forestry8.3. Weather Forecasting8.4. Urban Planning8.5. Hydrology8.6. Geology9. Advantages and Disadvantages of Remote Sensing9.1. Introduction10. Future of Remote Sensing10.1. IntroductionAssignment : Application of Remote SensingObjective: The objectives of applying remote sensing across various fields are diverse and tailored to specific needs and goals. Remote sensing provides critical data and insights that enhance decision-making, planning, and management.Project: Agricultural Crop Health Monitoring SystemObjective: To create a system that uses satellite imagery to monitor crop health, detect diseases, and assess nutrient deficiencies. The project "Agricultural Crop Health Monitoring System" is used to monitor the environmental conditions like atmospheric temperature, atmospheric humidity, and soil moisture. Depending on the values of these factors the health of the crop can be determined.
Who this course is for
Professionals with Meaning and types of knowledge in remote sensing who wants to see themselves well established in Basics Of modern technology like remote sensing.
New professionals who are looking to see them successful in different methods of preparing new Technology and also forecasting through remote sensing.
Homepage

https://www.udemy.com/course/fundamentals-of-remote-sensing-and-its-applications/

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Free Download GPT vs Gemini for structured information extraction
Published 11/2024
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 1h 24m | Size: 835 MB
A systematic approach for evaluating the Structured Output accuracy of Large Language Models

What you'll learn
How to use the Structured Output feature in GPT
How to use the Structured Output feature in Gemini
How to extract different data types like numerical values, booleans etc
How to measure the accuracy of the structured information you extracted
Requirements
Fairly proficient in Python
You should already know how to use Jupyter
Preferable: basic knowledge of the spaCy NLP library
Description
Natural Language Processing (NLP) is often* considered to be the combination of two branches of study - Natural Language Understanding (NLU) and Natural Language Generation (NLG). Large Language Models can do both NLU and NLG. In this course we are primarily interested in the NLU aspect - more specifically we are interested in how to extract structured information from free form text. (There is also an NLG aspect to the course which you will notice as you watch the video lessons).Recently both GPT and Gemini introduced the ability to extract structured output from the prompt text. As of this writing (November 2024), they are the only LLMs which provide native support for this feature via their API itself - in other words, you can simply specify the response schema as a Python class, and the LLMs will give you a "best effort" response which is guaranteed to follow the schema. It is best effort because while the response is guaranteed to follow the schema, sometimes the fields are empty. How can we assess the accuracy of this structured information extraction?This course provides a practical and systematic approach for assessing the accuracy of LLM Structured Output responses. So which one is better - GPT or Gemini? Watch the course to find out :-)*For example, that is how Ines Montani, co-founder of spaCy recently described the fields in a podcast interview.
Who this course is for
Intermediate Python developers who want to learn how to use GPT and Gemini to extract structured information from any dataset
Homepage

https://www.udemy.com/course/gpt-vs-gemini-for-structured-information-extraction/

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Free Download GenAI and Cybersecurity - Frameworks and Best Practices 2024
Published 11/2024
Created by EduSprint Learning,Sivaram A
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 156 Lectures ( 6h 10m ) | Size: 6.34 GB

Build and Secure Enterprise GenAI, Tools, Frameworks and Production Case Studies from Leaders
What you'll learn
Master the foundational principles and best practices for integrating Generative AI in cybersecurity.
Become aware about AI, ML, and deep learning, focusing on their applications in various industries, including a case study on Tesla Autopilot.
Study the intersection of AI/ML and cybersecurity, understanding ethical considerations and potential risks with examples from real-world scenarios.
Explore the latest trends as per industry reports like those from Gartner.
Delve into typical cloud-based and AI-specific cybersecurity architectures, learning how they differ and why they're essential.
Develop strategies for managing AI data privacy, including data quality, governance, and lifecycle management.
Learn about AI risk management frameworks like NIST AI RMF, and explore case studies on navigating AI risks.
Understand key AI controls and policies, including the CIA Triad, OWASP AI vulnerabilities, and AI governance frameworks.
Gain knowledge about auditing AI systems, understanding components of compliance, and readiness comparisons.
Explore various AI regulatory frameworks, including the EU AI Act, GDPR, and ethical AI frameworks by OECD.
Understand the security implications of Generative AI, exploring defenses, future challenges, and opportunities.
Learn about innovative GenAI solutions and opportunities, including custom LLM implementations and industry-specific applications.
Understand how AI can be used to enhance governance practices and develop frameworks for low-risk AI adoption.
Study key controversies and ethical issues in AI, as outlined by UNESCO and other bodies, to inform responsible AI practices.
Requirements
Basic understanding of AI/ML tech is required
A keen interest in staying updated on the latest developments in the world of AI
Description
Welcome to the Future! Welcome to the The rapid advancements in Generative AI are transforming industries, and there's never been a better time to upskill and update yourself. From creating art to automating code, AI is now a crucial part of our everyday lives, also making it very essential for businesses and individuals alike to understand its potential. Tech companies are harnessing AI to streamline operations, boost productivity, and drive innovation with AI assistants that continuously learn and improve.AI tools are streamlining processes, enhancing productivity, and fostering innovations once thought impossible.But here's the best part: This technology isn't just for the big players anymore.Small businesses and startups now have access to AI tools that level the playing field.As we navigate this exciting new landscape, keeping up with the latest AI developments isn't just a nice-to-have; IT'S A MUST!Understanding the latest developments in Generative AI can open up a world of opportunities:Revolutionize Industries: Discover how AI is being used in groundbreaking applications, from Tesla's autopilot system and its sophisticated anomaly detection to the latest in computer vision technology.Enhance Problem-Solving: Learn how AI can tackle complex problems with unprecedented efficiency and accuracy, providing innovative solutions that were once unimaginable.Future-Proof Your Skills: With AI continuously evolving, staying updated on the latest trends and technologies ensures you remain relevant and competitive in your field.Comprehensive Learning: Our course covers everything from foundational concepts in AI, machine learning, and deep learning to practical use cases and best practices in cybersecurity.By the end of this course, you will have learned the following:Generative AI and Cybersecurity: Frameworks and Best PracticesUnderstand the fundamental concepts of AI, ML, DL, and GenAI.Explore key use cases and applications in cybersecurity.Analyze case studies like Tesla Autopilot for anomaly detection and common sense challenges.Cybersecurity in AI/ML and AI EthicsGrasp the importance of cybersecurity in AI/ML.Evaluate AI tech risks at different stages with practical examples.Study emerging technology trends and their impact on cybersecurity.Solution & Infrastructure SecurityExamine typical cloud-based cybersecurity architectures.Compare AI-specific cybersecurity solutions and their unique challenges.Discuss why cybersecurity needs to be redefined for AI and the role of AI regulation.AI Data & Privacy StrategyUnderstand data breaches and develop a robust AI data strategy.Learn about data intelligence modeling and data quality management.Explore data lifecycle management, data ethics, security, and governance.AI Privacy StrategyNavigate the AI privacy paradox and associated factors and concerns.Assess privacy concerns related to data, identity, sensitivity, and surveillance.Review laws, policies, and tools designed to protect AI privacy.AI Risk Management & Threat ManagementInvestigate AI risks and threats through detailed case studies.Implement AI frameworks like NIST AI RMF for effective risk management.Examine emerging AI threat landscapes and future risk management trends.AI Frameworks & PoliciesDive into NIST AI RMF core, roadmap, playbook, and taxonomy.Explore early adoption of AI frameworks and policies with relevant use cases.Review cybersecurity references, AI frameworks, and governance policies.AI ControlsUnderstand AI controls and the CIA Triad.Redefine BIA and ISBIA evaluations.Learn about OWASP and MLSecOps top vulnerabilities.AI Audit & ComplianceRecognize the need for auditing AI systems and their components.Compare audit and compliance readiness for AI systems.AI Laws & RegulationsAnalyze the EU's AI framework and risk-based approach to AI regulation.Study the Ethical AI Framework by OECD, EU AI Act, and GDPR AI.Understand the implications of the UK Data Protection and Digital Information Bill.Generative AI and LLM SecurityIntroduce generative AI risk implications, biases, and defenses.Explore the future of secure AI and emerging challenges and opportunities.Generative AI Case StudiesAssess risks and opportunities in LLM systems.Examine enterprise privacy at OpenAI and LLM security tools.Learn from case studies on LLM adoption and cybersecurity strategies.Solutions and OpportunitiesDiscover the latest tools and platforms like Raga LLM Hub and Giscard.Study practical case studies in retail, customer service, and healthcare.Explore best practices and frameworks for low-risk AI adoption.You'll have lifetime access to:Comprehensive video lessonsDetailed case studiesUp-to-date industry insightsPractical projects and exercisesHow will our course benefit YOU?Here's how our course can benefit you:Career Advancement: AI skills are in high demand across various industries. Mastering Generative AI can propel your career, opening doors to new opportunities in tech, marketing, cybersecurity, and more.Innovative Solutions: Equip yourself with the knowledge to create cutting-edge solutions like chatbots, personalized customer experiences, and enhanced data security measures.Efficiency and Productivity: Learn how to implement AI tools to streamline processes, boost productivity, and foster innovation within your organization.Ethical and Secure AI: Gain insights into managing AI ethics, handling model biases, and ensuring robust cybersecurity practices to mitigate risks associated with AI adoption.Hands-On Experience: Our course combines theory with practical exercises, ensuring you gain real-world skills. From building AI models to implementing secure AI architectures, you'll have the expertise to tackle real challenges.What makes this course unique!Expert Trainers: Learn from industry veterans with years of experience in Generative AI and cybersecurity, providing you with deep insights and practical knowledge.Real-World Case Studies: Gain a thorough understanding of AI applications with real-world case studies, showcasing how Generative AI is transforming various industries.Latest Industry Updates: Stay current with the most recent advancements and trends in the AI industry, ensuring that you are equipped with up-to-date knowledge and insights relevant to today's dynamic tech landscape.Actionable Skills: Acquire skills that are relevant and directly applicable to your career, enabling you to drive innovation and efficiency in your workplace.Who Will This Course Benefit?This course on Generative AI and Cybersecurity equips professionals of all industries. It offers a deep dive into the latest developments in AI, providing valuable insights for enhancing product development and customer experiences through advanced AI solutions.Professionals will benefit from learning about AI and cybersecurity, including ethical practices, risk management, and security measures essential for maintaining AI system integrity. This focus is crucial for those managing AI risks and ensuring robust security protocols. The course also covers AI frameworks and policies, such as the NIST AI RMF, helping professionals align their AI implementations with industry standards and regulatory requirements.Data security and privacy strategies are another key area, addressing data breaches, governance, and privacy. This is vital for managing and securing data, ensuring its quality, and protecting sensitive information in an AI context. The course also explores large language models (LLMs), offering practical insights into their deployment.Through real-world case studies, such as Tesla's autopilot system and AI applications in various other sectors, the course provides practical examples of AI technology in action. By mastering these topics, professionals will be well-equipped to leverage AI for innovation, improve security measures, and uphold ethical practices, thereby enhancing their career prospects and driving advancements in their fields.Instructor spotlight (To be added by the Instructor)We'll see you inside!Enroll today and unlock your full potential!All the best and see you inside the course.
Who this course is for
Product Managers: Ideal for those adopting LLM-based solutions, this course will help you enhance product development and ensure secure implementation.
Data Scientists: Perfect for professionals aiming to integrate GenAI with data-driven projects, manage biases, and mitigate security risks effectively.
Cybersecurity Teams: Essential for cybersecurity and CISO teams involved in AI/ML and GenAI adoption, focusing on securing AI initiatives and understanding emerging threats.
Business Leaders and Executives: Beneficial for business leaders and executives targeting GenAI-based use case adoption, driving innovation while maintaining compliance and security.
Innovative Problem Solvers: Suited for creative thinkers who enjoy tackling complex challenges with cutting-edge technology and AI-driven solutions.
IT Professionals: Crucial for IT experts responsible for managing and securing AI infrastructure, ensuring robust cybersecurity measures are in place.
AI Enthusiasts and Tech Innovators: Great for individuals passionate about AI, looking to stay updated with the latest trends and advancements in Generative AI and cybersecurity.
Compliance Officers and Legal Experts: Valuable for professionals overseeing compliance and regulatory aspects, providing insights into AI frameworks, policies, and ethical considerations.
Homepage

https://www.udemy.com/course/genai-and-cybersecurity-frameworks-and-best-practices-2024/

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Free Download Generative AI - All-in-one Fast Track - All levels
Published 11/2024
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 3h 23m | Size: 1.58 GB
Learn what is Generative AI | The fundamental concepts underneath | How does it generates images and text | fast track

What you'll learn
Understand Generative AI Fast: Learn how Generative AI differs from traditional AI in a concise, accessible way.
Explore Real-World Applications: Discover how AI generates text, images, audio, and video with real-life examples and short demos.
Master Foundational Concepts: Gain clarity on terms like datasets, training datasets, test datasets, and key stages in training.
Dive into Neural Networks: Learn the basics of Neural Networks and Convolutional Neural Networks for image and data processing
Unpack Advanced Architectures that power text and image generation : Explore GANs, VAEs, and Transformers at a conceptual level without the complex math.
Ethics and Limitations: Learn about ethical considerations and challenges in Generative AI to use these tools responsibly.
Requirements
Curiosity about AI - No prior technical knowledge needed, but a strong interest in understanding AI and Generative AI is essential.
Basic Math - Additions and multiplications
Openness to Concepts - Willingness to grasp new technical terms, from foundational AI concepts to advanced architectures.
No Programming Required - This course does not require coding skills, as the focus is on theory
Description
Course Description:Are you curious about AI or looking to deepen your understanding of Generative AI? This course is crafted for tech professionals, students, and even sales roles in tech companies, designed to take you from AI fundamentals to advanced concepts in an accessible and modular way.With 10 years of experience as a solution architect at major American tech companies like AWS, VMware, and Dell, I'm passionate about technology-especially AI. Over the years, I've delivered presentations to diverse audiences, making complex topics engaging and understandable. I bring that experience here, guiding you step-by-step through the essentials and beyond.What You'll Learn:AI Fundamentals & Generative AI Differences: Grasp the basics of AI and understand what sets Generative AI apart.Generative AI Applications: Explore applications of AI to generate text, images, audio, and video.Advanced Concepts Simplified: Understand the jargon, around AI, down to GEN AI, the fundamental technics behind Deep Learning, and dive into three popular Generative AI models: Transformers, GANs, and VAEs where we dismantle their architectures.Myths, Ethics & Legalities: Uncover common myths about Generative AI's ethical and legal challenges and discover how to use AI responsibly, following US and EU guidelines.Whether you're starting fresh, upskilling for a tech role, or enhancing your knowledge for a career in tech sales, this course has everything you need to get started and go further. I intentionally skip some expert concepts to maintain this course at the right level for a new (or fairly new audience) looking for fast track). If you like this course, please share feedback, and if you need to reach out please use my Linked-in or send me a message here. Happy learning, Christelle
Who this course is for
Busy Professionals: Ideal for those who want a fast-track introduction to Generative AI concepts without unnecessary complexity.
AI Newcomers: Perfect for anyone curious about AI trends, applications, and key technologies.
Tech Enthusiasts: For those who want to understand the AI models driving innovation in text, image, and data generation.
Lifelong Learners: Designed for people with no coding background who are eager to explore the possibilities of AI
Homepage

https://www.udemy.com/course/generative-ai-all-in-one-fast-track/

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Free Download Generative AI Architectures with LLM Prompt RAG Vector DB
Published 11/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 2.04 GB | Duration: 5h 27m
Design and Integrate AI-Powered S/LLMs into Enterprise Apps using Prompt Engineering, RAG, Fine-Tuning and Vector DBs

What you'll learn
Generative AI Model Architectures (Types of Generative AI Models)
Transformer Architecture: Attention is All you Need
Large Language Models (LLMs) Architectures
Capabilities of LLMs: Text Generation, Summarization, Q&A, Classification, Sentiment Analysis, Embedding Semantic Search, Code Generation
Generate Text with ChatGPT: Understand Capabilities and Limitations of LLMs (Hands-on)
Function Calling and Structured Outputs in Large Language Models (LLMs)
LLM Providers: OpenAI, Meta AI, Anthropic, Hugging Face, Microsoft, Google and Mistral AI
LLM Models: OpenAI ChatGPT, Meta Llama, Anthropic Claude, Google Gemini, Mistral Mixral, xAI Grok
SLM Models: OpenAI ChatGPT 4o mini, Meta Llama 3.2 mini, Google Gemma, Microsoft Phi 3.5
How to Choose LLM Models: Quality, Speed, Price, Latency and Context Window
Interacting Different LLMs with Chat UI: ChatGPT, LLama, Mixtral, Phi3
Installing and Running Llama and Gemma Models Using Ollama
Modernizing Enterprise Apps with AI-Powered LLM Capabilities
Designing the 'EShop Support App' with AI-Powered LLM Capabilities
Advanced Prompting Techniques: Zero-shot, One-shot, Few-shot, COT
Design Advanced Prompts for Ticket Detail Page in EShop Support App w/ Q&A Chat and RAG
The RAG Architecture: Ingestion with Embeddings and Vector Search
E2E Workflow of a Retrieval-Augmented Generation (RAG) - The RAG Workflow
End-to-End RAG Example for EShop Customer Support using OpenAI Playground
Fine-Tuning Methods: Full, Parameter-Efficient Fine-Tuning (PEFT), LoRA, Transfer
End-to-End Fine-Tuning a LLM for EShop Customer Support using OpenAI Playground
Choosing the Right Optimization - Prompt Engineering, RAG, and Fine-Tuning
Requirements
Basics of Software Architectures
Description
In this course, you'll learn how to Design Generative AI Architectures with integrating AI-Powered S/LLMs into EShop Support Enterprise Applications using Prompt Engineering, RAG, Fine-tuning and Vector DBs.We will design Generative AI Architectures with below components;Small and Large Language Models (S/LLMs)Prompt EngineeringRetrieval Augmented Generation (RAG)Fine-TuningVector DatabasesWe start with the basics and progressively dive deeper into each topic. We'll also follow LLM Augmentation Flow is a powerful framework that augments LLM results following the Prompt Engineering, RAG and Fine-Tuning.Large Language Models (LLMs) module;How Large Language Models (LLMs) works?Capabilities of LLMs: Text Generation, Summarization, Q&A, Classification, Sentiment Analysis, Embedding Semantic Search, Code GenerationGenerate Text with ChatGPT: Understand Capabilities and Limitations of LLMs (Hands-on)Function Calling and Structured Output in Large Language Models (LLMs)LLM Models: OpenAI ChatGPT, Meta Llama, Anthropic Claude, Google Gemini, Mistral Mixral, xAI GrokSLM Models: OpenAI ChatGPT 4o mini, Meta Llama 3.2 mini, Google Gemma, Microsoft Phi 3.5Interacting Different LLMs with Chat UI: ChatGPT, LLama, Mixtral, Phi3Interacting OpenAI Chat Completions Endpoint with CodingInstalling and Running Llama and Gemma Models Using Ollama to run LLMs locallyModernizing and Design EShop Support Enterprise Apps with AI-Powered LLM CapabilitiesPrompt Engineering module;Steps of Designing Effective Prompts: Iterate, Evaluate and TemplatizeAdvanced Prompting Techniques: Zero-shot, One-shot, Few-shot, Chain-of-Thought, Instruction and Role-basedDesign Advanced Prompts for EShop Support - Classification, Sentiment Analysis, Summarization, Q&A Chat, and Response Text Generation Design Advanced Prompts for Ticket Detail Page in EShop Support App w/ Q&A Chat and RAGRetrieval-Augmented Generation (RAG) module;The RAG Architecture Part 1: Ingestion with Embeddings and Vector SearchThe RAG Architecture Part 2: Retrieval with Reranking and Context Query PromptsThe RAG Architecture Part 3: Generation with Generator and OutputE2E Workflow of a Retrieval-Augmented Generation (RAG) - The RAG WorkflowDesign EShop Customer Support using RAGEnd-to-End RAG Example for EShop Customer Support using OpenAI PlaygroundFine-Tuning module;Fine-Tuning WorkflowFine-Tuning Methods: Full, Parameter-Efficient Fine-Tuning (PEFT), LoRA, TransferDesign EShop Customer Support Using Fine-TuningEnd-to-End Fine-Tuning a LLM for EShop Customer Support using OpenAI PlaygroundLastly, we will discussChoosing the Right Optimization - Prompt Engineering, RAG, and Fine-TuningThis course is more than just learning Generative AI, it's a deep dive into the world of how to design Advanced AI solutions by integrating LLM architectures into Enterprise applications. You'll get hands-on experience designing a complete EShop Customer Support application, including LLM capabilities like Summarization, Q&A, Classification, Sentiment Analysis, Embedding Semantic Search, Code Generation.
Overview
Section 1: Introduction
Lecture 1 Introduction
Lecture 2 Tools and Resources for the Course - Course Slides
Lecture 3 Course Project: EShop Customer Support with AI-Powered Capabilities using LLMs
Section 2: What is Generative AI ?
Lecture 4 Evolution of AI: AI, Machine Learning, Deep Learning and Generative AI
Lecture 5 What is Generative AI ?
Lecture 6 How Generative AI works ?
Lecture 7 Generative AI Model Architectures (Types of Generative AI Models)
Lecture 8 Transformer Architecture: Attention is All you Need
Section 3: What are Large Language Models (LLMs) ?
Lecture 9 What are Large Language Models (LLMs) ?
Lecture 10 How Large Language Models (LLMs) works?
Lecture 11 What is Token And Tokenization ?
Lecture 12 How LLMs Use Tokens
Lecture 13 Capabilities of LLMs: Text Generation, Summarization, Q&A, Classification
Lecture 14 LLM Use Cases and Real-World Applications
Lecture 15 Limitations of Large Language Models (LLMs)
Lecture 16 Generate Text with ChatGPT: Understand Capabilities and Limitations of LLMs
Lecture 17 LLM Settings: Temperature, Max Tokens, Stop sequences, Top P, Frequency Penalty
Lecture 18 Function Calling in Large Language Models (LLMs)
Lecture 19 Structured Output in Large Language Models (LLMs)
Lecture 20 What are Small Language Models (SLMs) ? Use Cases / How / Why / When
Section 4: Exploring and Running Different LLMs w/ HuggingFace and Ollama
Lecture 21 LLM Providers: OpenAI, Meta AI, Anthropic, Hugging Face, Microsoft, Google
Lecture 22 LLM Models: OpenAI ChatGPT, Meta Llama, Anthropic Claude, Google Gemini, Mistral
Lecture 23 SLM Models: OpenAI ChatGPT 4o mini, Meta Llama 3.2 mini, Gemma, Phi-3
Lecture 24 How to Choose LLM Models: Quality, Speed, Price, Latency and Context Window
Lecture 25 Open Source vs Proprietary Models
Lecture 26 Hugging Face - The GitHub of Machine Learning Models
Lecture 27 LLM Interaction Types: No-Code (ChatUI) or With-Code (API Keys)
Lecture 28 Interacting Different LLMs with Chat UI: ChatGPT, LLama, Mixtral, Phi3
Lecture 29 Interacting OpenAI Chat Completions Endpoint with Coding
Lecture 30 Ollama - Run LLMs Locally
Lecture 31 Installing and Running Llama and Gemma Models Using Ollama
Lecture 32 Ollama integration using Semantic Kernel and C# with coding
Lecture 33 Modernizing Enterprise Apps with AI-Powered LLM Capabilities
Lecture 34 Designing the 'EShop Support App' with AI-Powered LLM Capabilities
Lecture 35 LLMs Augmentation Flow: Prompt Engineering -> RAG -> Fine tunning -> Trained
Section 5: Prompt Engineering
Lecture 36 What is Prompt ?
Lecture 37 Elements and Roles of a Prompt
Lecture 38 What is Prompt Engineering ?
Lecture 39 Steps of Designing Effective Prompts: Iterate, Evaluate and Templatize
Lecture 40 Advanced Prompting Techniques
Lecture 41 Zero-Shot Prompting
Lecture 42 One-shot Prompting
Lecture 43 Few-shot Prompting
Lecture 44 Chain-of-Thought Prompting
Lecture 45 Instruction-based and Role-based Prompting
Lecture 46 Design Advanced Prompts for EShop Support - Classification, Sentiment Analysis
Lecture 47 Design Advanced Prompts for Ticket Detail Page in EShop Support App w/ Q&A Chat
Lecture 48 Test Prompts for Eshop Support Customer Ticket w/ Playground
Section 6: Retrieval-Augmented Generation (RAG)
Lecture 49 What is Retrieval-Augmented Generation (RAG) ?
Lecture 50 Why Need Retrieval-Augmented Generation (RAG) ? Why is RAG Important?
Lecture 51 How Does Retrieval-Augmented Generation (RAG) Work?
Lecture 52 The RAG Architecture Part 1: Ingestion with Embeddings and Vector Search
Lecture 53 The RAG Architecture Part 2: Retrieval with Reranking and Context Query Prompts
Lecture 54 The RAG Architecture Part 3: Generation with Generator and Output
Lecture 55 E2E Workflow of a Retrieval-Augmented Generation (RAG) - The RAG Workflow
Lecture 56 Applications Use Cases of RAG
Lecture 57 Challenges and Key Considerations of Using RAG -- Retrieval-Augmented Generation
Lecture 58 Design EShop Customer Support using RAG
Lecture 59 End-to-End RAG Example for EShop Customer Support using OpenAI Playground
Section 7: Fine-Tuning LLMs
Lecture 60 What is Fine-Tuning ?
Lecture 61 Why Need Fine-Tuning ?
Lecture 62 When to Use Fine-Tuning ?
Lecture 63 How Does Fine-Tuning Work?
Lecture 64 Fine-Tuning Methods: Full, Parameter-Efficient Fine-Tuning (PEFT), LoRA
Lecture 65 Applications & Use Cases of Fine-Tuning
Lecture 66 Challenges and Key Considerations of Fine-Tuning
Lecture 67 Design EShop Customer Support Using Fine-Tuning
Lecture 68 End-to-End Fine-Tuning a LLM for EShop Customer Support using OpenAI Playground
Section 8: Choosing the Right Optimization - Prompt Engineering, RAG, and Fine-Tuning
Lecture 69 Comparison of Prompt Engineering, RAG, and Fine-Tuning
Lecture 70 Choosing the Right Optimization - Prompt Engineering, RAG, and Fine-Tuning
Lecture 71 Training Own Model for LLM Optimization
Lecture 72 Thanks
Beginner to integrate AI-Powered LLMs into Enterprise Apps

Homepage

https://www.udemy.com/course/generative-ai-architectures-with-llm-prompt-rag-vector-db/

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Free Download Generative AI and Artificial Intelligence (AI) for Leaders
Published 11/2024
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 57m | Size: 714 MB
Practical implications of AI and Generative AI in Management, Business. Business and Strategic Considerations, AI Ethics

What you'll learn
Understand AI fundamentals: Learners will gain a comprehensive understanding of AI concepts, technologies, and their relevance in the business context.
Identify AI opportunities: Learners will recognize AI applications across business functions.
Evaluate AI solutions: Learners will assess and compare AI tools, platforms, and services for informed decision-making.
Navigate ethical considerations: Learners will understand AI ethics and address risks, biases, and privacy concerns.
Requirements
For a better learning experience, we suggest you to use a laptop / mobile phone / pen and paper for taking notes, highlighting important points, and making summaries to reinforce your learning.
Description
Welcome to course: Generative AI and Artificial Intelligence (AI) for Leaders by MTF InstituteCourse provided by MTF Institute of Management, Technology and FinanceMTF is the global educational and research institute with HQ at Lisbon, Portugal, focused on business & professional hybrid (on-campus and online) education at areas: Business & Administration, Science & Technology, Banking & Finance. MTF R&D center focused on research activities at areas: Artificial Intelligence, Machine Learning, Data Science, Big Data, WEB3, Blockchain, Cryptocurrency & Digital Assets, Metaverses, Digital Transformation, Fintech, Electronic Commerce, Internet of Things. MTF is the official partner of: IBM, Intel, Microsoft, member of the Portuguese Chamber of Commerce and Industry.MTF is present in 215 countries and has been chosen by more than 605 000 students.This "AI for Leaders" course is designed to cater specifically to organizational leaders seeking to understand the practical applications and implications of AI in their roles. While it complements the "AI Essentials" course, "AI for Leaders" can be taken independently as it offers a comprehensive and tailored experience for leaders aiming to harness the potential of AI within their organizations.Throughout the course, participants will delve into key topics such as AI-driven decision-making, fostering human-AI collaboration, data privacy and security, and integrating AI solutions with existing IT infrastructure. Using real-world examples and engaging discussions, leaders will gain a well-rounded understanding of the opportunities and challenges associated with AI implementation in the context of their roles.The "AI for Leaders" course is designed to equip participants with the knowledge and skills needed to successfully navigate the convergence of AI and organizational leadership. By exploring strategies for optimizing AI applications, promoting human-AI collaboration, and addressing potential risks, leaders will be well-prepared to leverage the transformative power of AI and drive innovation within their organizations.The "AI for Leaders" course is a transformative opportunity for organizational leaders seeking to excel in the complex realm of artificial intelligence. By delving into real-world use cases and practical strategies, participants will acquire the knowledge and skills necessary to drive innovation, optimize business processes, and cultivate a culture of collaboration between humans and AI. In today's fast-paced and competitive landscape, this course equips leaders with the tools they need to harness the power of AI, including the rapidly evolving field of Generative AI (GenAI), and apply these technologies at work. Through modules such as "Introduction to AI and Its Implications," "AI Applications and Use Cases," "Data and Governance," "Business and Strategic Considerations," "AI Ethics and Responsible Deployment," and "Integrating AI with IT," leaders will be empowered to shape the future of their organizations and effectively navigate the AI-driven world. Join us and embark your AI Journey today!The "AI for Leaders" course is designed for business leaders and professionals with little to no prior experience in AI. No specific technical skills or tools are required. To fully participate, attendees will need: Basic understanding of business operations and functions. Access to a computer or mobile device to engage with course materials and participate in discussions. An interest in understanding the impact and potential of AI in business. This course serves as an entry point for business professionals and leaders seeking to familiarize themselves with AI technologies and gain confidence in making informed decisions for their organizations.
Who this course is for
This course is ideal for business leaders, executives, and managers from various industries who want to understand the essentials of AI and its applications in a business context. The content will be particularly valuable for professionals responsible for driving digital transformation, fostering innovation, and making strategic decisions that impact organizational growth. Learners who will benefit from this course include, but are not limited to: C-suite executives Business owners Department heads Innovation leaders Strategy managers Operations managers By providing a comprehensive introduction to AI technologies and their potential in the business world, the "AI for Leaders" course empowers attendees to navigate the AI landscape and capitalize on opportunities to transform their organizations.
Homepage

https://www.udemy.com/course/generative-ai-and-artificial-intelligence-ai-for-leaders/

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Free Download Generative AI for Human Resource Professionals - Gen AI in HR
Published 11/2024
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 42m | Size: 246 MB
Transforming HR with Generative AI: Recruitment, Employee Engagement, and Ethical Gen AI Practices

What you'll learn
Discover how to apply Generative AI effectively across various HR functions to streamline workflows and improve outcomes.
Design AI-driven job descriptions and social media postings that attract ideal candidates and enhance recruitment strategies.
Master the use of Generative AI tools for evaluating resumes and shortlisting candidates to optimize selection processes.
Implement AI-powered virtual assistants to respond to employee queries on HR policies and procedures, enhancing engagement and support.
Explore Retrieval-Augmented Generation (RAG) techniques to deliver accurate, contextual information to employees in real time.
Develop personalized learning paths and training resources for employee development using Generative AI, fostering skill growth and engagement.
Integrate Generative AI agents within learning and development portals to create interactive and adaptive learning experiences.
Analyze user input data to extract actionable insights, helping HR teams make data-driven decisions on employee needs and preferences.
Ensure AI outputs are free from bias and hallucination by implementing validation protocols, contributing to fair and ethical AI practices.
Safeguard sensitive employee and organizational information when using Generative AI, adhering to privacy standards and ethical guidelines.
Requirements
No prerequisites needed-this course is accessible to all HR professionals, regardless of AI experience or technical background.
Description
If you're a human resources professional looking to enhance your department's impact, "Generative AI for Human Resource Professionals: Gen AI in HR" is designed to empower you. Imagine streamlining recruitment, personalizing employee engagement, and building dynamic learning paths with ease, all through the power of Generative AI. Curious about how cutting-edge AI can revolutionize your HR practices? This course breaks down how to bring transformative, AI-driven efficiency to your HR toolkit, offering you skills that will position you at the forefront of modern human resources.Course OverviewThis course delivers a comprehensive guide to integrating Generative AI into HR functions, equipping you to use AI-driven solutions for recruitment, employee engagement, and talent development. With hands-on insights, you'll not only discover the potential applications of Generative AI in HR but also learn how to implement these tools responsibly, safeguarding data privacy and ensuring ethical AI use.In this course, you will:Implement Generative AI for streamlined recruitment, from crafting job descriptions to conducting AI-assisted candidate interviews.Leverage AI to enhance employee engagement by developing responsive virtual assistants for HR queries and personalized learning paths.Develop AI-driven tools for Learning & Development that adapt to individual employee needs and skill growth.Evaluate and safeguard AI use in HR by identifying biases, preventing misuse, and ensuring data protection.Generative AI in HR isn't just a trend-it's a transformation in how HR can deliver value to both employees and the organization. By gaining a clear understanding of the technologies and challenges involved, you'll be able to drive impactful AI initiatives and stay ahead in a fast-evolving field.Throughout this course, you'll complete exercises that simulate real-world applications, like crafting job postings, designing learning pathways, and creating AI-assisted interview protocols. These hands-on activities make the theoretical practical, showing you exactly how to integrate AI tools in HR.With a focus on responsible implementation and actionable insights, this course offers a balanced approach that prepares you to lead AI initiatives with confidence. Ready to unlock the power of Generative AI in your HR practice? Enroll now and step into the future of human resources!
Who this course is for
HR Managers who want to enhance recruitment and engagement with AI-driven solutions.
Talent Acquisition Specialists aiming to streamline hiring processes and improve candidate experience.
Learning & Development Professionals seeking to design personalized, AI-powered training programs.
HR Analysts looking to leverage AI for data-driven insights and actionable workforce analytics.
HR Technology Enthusiasts eager to integrate cutting-edge AI tools into HR workflows.
Homepage

https://www.udemy.com/course/gen-ai-for-hr/

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Free Download Geometry for Secondary or High School [Full Course]
Published 11/2024
Created by csb mathematikos
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 216 Lectures ( 11h 30m ) | Size: 3.21 GB

Lines. Distances. Angles. Proofs. Coordinates. Triangles. Circles. Polygons. Volumes. Congruence. Similarity.
What you'll learn
Understand the postulates and axioms about lines, rays, line segments or segments.
Understand the postulates about distance and apply these to triangle inequality concepts.
Understand the concept and postulate of angles in geometry.
Evaluate and prove certain statements mathematically.
Understand the concepts and postulates of a right triangle.
Illustrate the concepts and postulates of angles in a triangle.
Familiarize the coordinate systems.
Write and formulate the equation of the line given points and a slope.
Calculate the distance between points on a line, arbitrary points, higher dimensional space.
Calculate the area of a complex shape triangle and trapezoid.
Apply Pythagoras theorem in calculating and analyzing isosceles and equilateral triangles.
Evaluate and formulate the equation of a circle.
Apply theorems about circles in calculating inscribed angles.
Solve a volume of solid figures.
Analyze and evaluate polygons.
Discuss and apply Euclid's test for congruence.
Evaluate special triangles.
Explain and evaluate similar triangles.
Analyze and solve examination-like problems.
Illustrate and apply the underlying concepts and laws of geometry.
Requirements
Elementary or basic algebra.
Nonetheless, you will learn everything you need to know through solved exercises.
Description
Imagine you read the whole book of geometry for secondary or high school and solve most of the exercises. Wow! That's amazing! Well, that's what you will get if you enroll because this course is based on a number of geometry books. Every topic of those books were compared, compiled and discussed then solved most of the difficult and essential exercises.So, if you asked for more and more solved examples, then this course is for you! There are more courses out there offering lectures but few to none have given a lot of solved exercises or examples. The course will be a supplementary or could be used as a main reference to understand the subject geometry for secondary or high school. To ensure that, inclusive to this course are concept overview and lots of solved exercises. Certainly, these solved exercises will help understand concepts, postulates and axioms better and well.The author's aim is simple, that is to teach mathematics by comprehension. As the world and generation changed, the teaching style must follow. This is what we call the innovation in teaching. To do that, a simple brief lecture must be followed by lots and lots of examples applying the mathematics topic that have been discussed. In that manner, the knowledge is transferred by showing them how the theorem and axioms work.The author deeply believes that mathematics is a great tool for advancement and discovering things. Through this innovation of teaching, the tools have been presented and it's up to the future generation on how they are going to use these tools in order to improve life, hopefully.Thank you very much and have fun!..Note: If you are under 18 years old, please seek advice and guidance from your parents or guardian in enrolling in the course. Thank you. Share this course to your friends, relatives and families. Sharing is caring.Note: Please. Please. Please, no reproduction of this work. This can be used in classroom lectures but please no reproduction. Please. You can also use the videos in the YouTube channel but please no reproduction. Thank you very much for your understanding.
Who this course is for
Students who want more and more examples or solved exercises to learn thoroughly the topics in geometry.
Students who want to ace or just pass the examinations.
Supplementary to teachers and lecturers subject materials.
Homeschool or home education.
Homepage

https://www.udemy.com/course/geometryforsecondaryfullcourse/

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Free Download Geopolitical Edge Risk Management Mastery
Published 11/2024
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 2h 7m | Size: 991 MB
Mastering Geopolitical Risk: Navigating Economic Shifts, Cybersecurity Threats, and Emerging Global Powers.

What you'll learn
Gain a comprehensive understanding of geopolitical risk types, their drivers, and the impacts they have on global markets and business strategies worldwide.
Develop the ability to identify and assess geopolitical risks using analytical tools like PESTLE and SWOT to measure their potential impact and probability.
Learn to apply key risk management strategies, including diversification, contingency planning, and scenario analysis, to mitigate geopolitical uncertainties.
Apply theoretical knowledge through case studies, conflict, to analyse responses to various geopolitical challenges.
Discover current and emerging trends, such as China's Belt and Road Initiative and technological disruptions, to anticipate future geopolitical shifts.
Build strategic decision-making skills for navigating complex geopolitical environments, balancing both risk and opportunity for long-term resilience.
Practise independent geopolitical analysis through interactive exercises that enhance your ability to apply knowledge and tools in real-world scenarios.
Requirements
Basic Understanding of International Relations or Business A general familiarity with global affairs, current events, or business environments can help contextualise examples and case studies.
Curiosity and Critical Thinking An interest in analysing global issues and their impact on businesses and societies will enrich your learning experience and engagement with interactive exercises.
Familiarity with Basic Research Methods Understanding how to gather and evaluate information from reliable sources will be helpful, as the course involves interpreting data and analysing real-world events.
Note-taking Materials Having a notebook or digital tool for jotting down key insights, examples, or strategies can help you retain and review what you've learned.
Time Management Skills The course includes independent exercises and case study analyses, so basic time management skills will help you make the most of these activities without feeling rushed.
No Prior Experience Needed This course is designed for everyone - no previous knowledge of geopolitical risk or risk management is required.
Beginner-Friendly Content We start from the basics, building foundational concepts in geopolitical risk, so you'll be guided every step of the way.
Real-World Examples for Easy Understanding Concepts are explained with relatable, real-world examples, making complex ideas easy to grasp, even if you're new to the field.
Supportive and Interactive Exercises Each lesson includes interactive exercises to help you practice and understand - no prior skills needed, just curiosity and an open mind!
Access on Any Device The course is fully online and accessible on mobile or desktop, so you can learn at your own pace from anywhere.
Description
Explore the cutting-edge world of geopolitical risk with Geopolitical Edge: Risk Management Mastery, the ultimate course for professionals navigating today's complex global dynamics. In an era where economic disruptions, cybersecurity threats, and the rise of new global powers create daily challenges, understanding and managing these risks has never been more essential. This course equips you with practical tools, proven techniques, and critical frameworks to anticipate and respond to evolving challenges, giving you a strategic advantage in your field.Throughout this comprehensive training, you'll gain insights into identifying and analysing the key drivers of geopolitical risk. Discover how to assess the impact of economic shifts, the influence of emerging powers, and the increasing threats in cyberspace. With each module, you'll delve into tools and techniques for evaluating risks and designing resilient strategies that protect your organisation. Real-world examples bring these concepts to life, illustrating how professionals across industries are adapting to rapid change. Through interactive exercises, you'll not only apply these insights but also build the confidence to make informed decisions in high-stakes scenarios.Guided by meticulously crafted readings, case studies, and engaging assessments, this course balances theory with practical application. Each module is designed to deepen your understanding, sharpen your skills, and offer a dynamic learning experience. Step into the future of risk management with Geopolitical Edge and cultivate resilience and forward-thinking leadership in an interconnected world.
Who this course is for
Aspiring Risk Managers and Analysts looking to build foundational skills in assessing and managing geopolitical risks that affect organisations.
Business Leaders and Executives who want insights into geopolitical factors that could impact their industry, helping them make informed, resilient decisions.
Policy and International Relations Students eager to apply their knowledge of global affairs to real-world risk management scenarios.
Consultants, Advisors, and Strategists who support clients in navigating complex geopolitical environments and want practical tools to enhance their services.
Curious Learners and Global Affairs Enthusiasts who are passionate about understanding the intersection of politics, economics, and strategy on a global scale.
Whether you're a beginner or looking to deepen your expertise, this course offers practical, actionable insights tailored to a diverse range of backgrounds and career goals.
Homepage

https://www.udemy.com/course/geopolitical-edge-risk-management-mastery/

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