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Free Download SQL Practice - Dropping Tables and Managing Schema Changes
Released 11/2024
With Walter Shields
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill level: Intermediate | Genre: eLearning | Language: English + subtitle | Duration: 32m 22s | Size: 67 MB

Learn how to drop tables and manage schema changes to optimize your database schema in this hands-on SQL skills course.
Course details
Are you looking to take your SQL knowledge to the next level? This course was designed for you. With interactive Code Challenges powered by CoderPad, you'll learn how to drop tables and manage schema changes to optimize your databases, gaining practical experience with in-demand SQL skills. Instructor Walter Shields covers the basics of using the DROP TABLE statement to remove tables, managing schema changes with ALTER TABLE statements, and ensuring data integrity and performance. By the end of this course, you'll be prepared to manage and optimize your database schema efficiently.
Homepage

https://www.linkedin.com/learning/sql-practice-dropping-tables-and-managing-schema-changes

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Free Download SQL Practice - Managing Tables with CREATE, ALTER, and DROP
Released 11/2024
With Walter Shields
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill level: Intermediate | Genre: eLearning | Language: English + subtitle | Duration: 44m 6s | Size: 101 MB

Learn how to create and alter SQL tables, ensuring data integrity with basic constraints.
Course details
This course provides an introduction on how to create and alter tables in SQL. Learn how to define table structures, create new tables, and modify existing ones using SQL statements. Instructor Walter Shields covers the implementation of basic constraints to ensure data integrity. Check out this course to gain the tools to design and modify database schemas effectively.
This course includes Code Challenges powered by CoderPad. Code Challenges are interactive coding exercises with real-time feedback, so you can get hands-on coding practice alongside the course content to advance your programming skills.
Homepage

https://www.linkedin.com/learning/sql-practice-managing-tables-with-create-alter-and-drop

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Free Download SQL Practice - Updating Data with UPDATE Statements
Released 11/2024
With Walter Shields
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill level: Intermediate | Genre: eLearning | Language: English + subtitle | Duration: 26m 36s | Size: 52 MB

Perfect your ability to update SQL tables using the UPDATE statement in this interactive course with hands-on coding challenges in CoderPad.
Course details
Take your SQL knowledge to the next level with this focused course on updating data within SQL tables. With interactive Code Challenges powered by CoderPad, you'll practice writing and refining SQL queries in real time, gaining practical experience with the UPDATE statement. Join instructor Walter Shields as he guides you through modifying existing data, applying WHERE clauses to target specific rows, and verifying updates with SELECT statements. Designed for intermediate to advanced learners, this course is ideal for data professionals, database administrators, and software developers looking to sharpen their skills in managing SQL data. By the end of the course, you'll be fully equipped to update SQL table data accurately and efficiently in any situation.
Homepage

https://www.linkedin.com/learning/sql-practice-updating-data-with-update-statements

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Free Download SQL Server Administration Part 4 - Projects
Published 11/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 2.46 GB | Duration: 5h 54m
SQL SERVER PROJECTS

What you'll learn
Students will learn how to design and develop SQL projects from the ground up, gaining hands-on experience in creating database schemas
The course will focus on scripting SQL projects, teaching students how to automate processes and enhance functionality through T-SQL.
Students will explore the objectives behind various SQL projects, understanding how data manipulation and analysis contribute to business decision-making
Through structured exercises and projects, students will deepen their understanding of T-SQL, enhancing their ability to write robust queries
Requirements
The prerequisites are that the student has taken Learn T-SQL and SQL Server Administration part 1 courses
SQL server 2022 and access to Excel application
Description
In the SQL Server Administration Part 4 Projects course, students will engage in hands-on projects that reinforce their learning and application of SQL Server management concepts. These projects will involve creating databases, defining tables and columns, defining datatypes and lengths and writing queries to interact with the database effectively. Students will learn to insert data, use Excel worksheets as data sources, and prepare data for upper management by creating graphs and charts for effective data visualization. SQL scripts will be employed to manage databases, implement security measures, and optimize performance. Moreover, students will have the opportunity to collaborate with their peers, sharing insights and troubleshooting challenges together, which mirrors real-world database administration scenarios.A key focus of the course will be on performance optimization techniques. Students will learn why shrinking a database is generally not recommended, as it can lead to fragmentation and adversely affect performance. They will explore effective strategies for managing fragmentation of indexes and data, including regular maintenance tasks like rebuilding and reorganizing indexes to ensure efficient query performance. To succeed in this course, a solid understanding of T-SQL and completion of SQL Administration Part 1 are essential, as these foundational skills are crucial for tackling more advanced topics.
Overview
Section 1: Introduction
Lecture 1 AN INTRO TO THE COURSE
Lecture 2 INSTALLING SQL SERVER
Lecture 3 INSTALL ADVENTUREWORKS
Lecture 4 INSTALLING VISUAL STUDIO
Lecture 5 VERIFY SSRS AND SSIS EXTENSION
Lecture 6 LEARNING OBJECTIVES
Lecture 7 LIBRARY SCRIPT'S PART 1
Lecture 8 LIBRARY SCRIPT'S PART 2
Lecture 9 ONLINE SCRIPTS PART 1
Lecture 10 ONLINE SCRIPTS PART 2
Lecture 11 MOVIES SCRIPTS
Lecture 12 QUIZ 1
Lecture 13 QUIZ 1 ANSWER
Lecture 14 MULTIPLE DATABASES
Lecture 15 DELETE OLD DBS
Lecture 16 SSRS REPORT DROP DOWN
Lecture 17 SOLVING PROBLEMS
Lecture 18 CREATING A SSIS PACKAGE AND SETTING UP A JOB
Lecture 19 SETTING UP A JOB FOR SSIS
Lecture 20 SHRINK OR NOT TO SHRINK A DATABASE PART 1
Lecture 21 SHRINK OR NOT TO SHRINK A DATABASE PART 2
Lecture 22 EXECUTING A JOB WITH A STORED PROCEDURE FOR FRAGMENTATION
Lecture 23 CREATING A TRIGGER FOR AUDITING
Lecture 24 BRIEF INTRO TO JOINS
Lecture 25 QUESTIONS ABOUT BEER WITHOUT SCRIPTS PART 1
Lecture 26 QUESTIONS ABOUT BEER WITHOUT SCRIPTS PART 2
Lecture 27 QUESTIONS ABOUT BEER WITHOUT SCRIPTS PART 3
Lecture 28 QUESTIONS ABOUT BEER WITHOUT SCRIPTS PART 4
Lecture 29 QUESTIONS ABOUT BEER WITHOUT SCRIPTS PART 5
Lecture 30 QUIZ 2
Lecture 31 QUIZ 2 ANSWERS PART 1
Lecture 32 QUIZ 2 ANSWERS PART 2
Lecture 33 QUIZ 2 ANSWERS PART 3
Lecture 34 QUIZ 2 ANSWERS PART 4
Lecture 35 HOSPITAL SYSTEM PART 1
Lecture 36 HOSPITAL SYSTEM PART 2
Lecture 37 TRAVEL SYSTEM QUERY PART 1
Lecture 38 TRAVEL SYSTEM QUERY PART 2
Lecture 39 TRAVEL SYSTEM QUERY PART 3
Lecture 40 TRAVEL SYSTEM QUERY PART 4
Lecture 41 QUIZ 3 ANSWERS
Lecture 42 ADVENTUREWORKS2022 PRODUCTS PROJECTIONS
Lecture 43 PREPARATION AND INTERVIEW QUESTIONS
This course is designed with the understanding that the student has good knowledge in Learn T-SQL and SQL Server Administration part 1 course at minimum
Homepage

https://www.udemy.com/course/sql-server-administration-part-4-projects/

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Free Download SQL Server Performance Tuning - Testing & Dev Practical Guide
Published 11/2024
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 1h 10m | Size: 556 MB
Practical Guide to Diagnosing, Measuring and Tuning SQL Server: Tips for Testing and Optimizing Database Performance

What you'll learn
Use SQL Server monitoring tools in testing to track performance metrics proactively and identify bottlenecks before they impact application performance.
Design and implement targeted performance testing plans to ensure SQL-based applications are scalable and responsive under varying loads.
Assess and interpret query performance and execution plans to gauge their impact on SQL Server performance during testing, refining them as needed.
Test indexing strategies to measure data retrieval speed and query efficiency, ensuring optimized access patterns for high-demand scenarios.
Refactor and fine-tune SQL queries to ensure they meet stringent performance benchmarks and respond effectively to real-world loads.
Develop and execute comprehensive performance tests to measure query responsiveness and validate SQL-driven applications' scalability and robustness.
Analyze and test code performance within a structured testing strategy to pinpoint inefficiencies and optimize SQL interactions.
Leverage effective data structures in .NET applications to streamline data handling and achieve performance objectives during high-demand testing.
Requirements
Basic SQL Knowledge: Familiarity with SQL syntax and commands (e.g., SELECT, JOIN) is helpful.
Some experience with SQL Server is ideal, but you don't need to be an expert.
Knowing the basics of performance testing will enhance your understanding.
Access to SQL Server (any edition) on a personal or work computer to practice the course exercises.
Description
Are you ready to unlock the full potential of SQL Server performance? This hands-on course, designed for testers and developers, delves into diagnosing, measuring, and optimizing SQL Server performance to ensure efficient, robust applications. You'll learn practical techniques to detect bottlenecks, optimize queries, improve indexing, and streamline code to handle larger datasets and higher loads.Throughout this course, you'll work with real-world case studies that highlight common performance issues, such as inefficient data structures, excessive server round-trips, and poor indexing strategies. Core topics include indexing, execution plans, data access optimization, and efficient query structures. With practical examples, you'll see how to apply best practices in different scenarios and avoid performance traps. You'll gain hands-on experience with tools for measuring performance, identifying bottlenecks, optimizing resources, and improving the user experience, along with skills to analyze execution plans and diagnose costly queries.By the end of this course, you'll be equipped to identify and resolve performance issues with effective troubleshooting and tuning tools. You'll not only enhance database speed but also minimize resource consumption, reducing costs and improving application responsiveness.Whether you're a tester aiming to spot performance problems or a developer eager to fine-tune database interactions, this course will provide you with actionable insights and hands-on skills you can immediately apply to real projects.
Who this course is for
Testers, Test Analysts, Test Engineers, Test Consultants, QA Analysts, QA Leads, QA Managers, Automation Test Engineers, Performance Testers, Load Testers, Manual Testers, Functional Testers, Non-functional Testers, Regression Testers, Integration Testers, System Testers, Software Quality Engineers, Software Quality Assurance (SQA) Analysts, and Validation Engineers.
Software Developers, Web Developers, Software Engineers, Senior Software Developers, Backend Developers, Full Stack Developers, Systems Software Engineers, Software Architects, Solutions Architects, Cloud Developers, Data Scientists, Data Engineers, Application Developers, API Developers, and Desktop Application Developers.
Database Developers, SQL Developers, ETL (Extract, Transform, Load) Developers, Data Warehouse Developers, BI (Business Intelligence) Developers, Data Integration Developers, Data Migration Specialists, Stored Procedure Developers, T-SQL Developers (SQL Server), Database Programmers, OLAP (Online Analytical Processing) Developers, Report Developers, Data Solutions Architects, Database Designers, Data Architects, Data Warehouse Architects, Database Solutions Architects, Enterprise Data Architects, Schema Designers, Database Schema Analysts, Physical Database Designers, Database Administrators (DBAs), Senior Database Administrators, Database Performance Analysts, Database Optimization Specialists, SQL Server Administrators, Cloud Database Administrators, Database Maintenance Engineers, Data Integrity Analysts, and Database Monitoring Specialists.
DevOps Engineers, CI/CD Engineers, System Administrators, Support Engineers, Technical Support Engineers, Application Support Analysts, and Customer Success Engineers.
This course is ideal for testers, QA professionals, and developers who work with SQL Server and want to enhance their skills in performance testing and optimization.
This course designed for those who need to identify and troubleshoot SQL performance issues, validate database performance under various conditions, and optimize queries for faster data retrieval.
Testers looking to assess SQL-based applications' scalability.
Developers aiming to improve SQL query efficiency.
QA professional responsible for validating application responsiveness.
Homepage

https://www.udemy.com/course/sql-server-performance-tuning-practical-guide/

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Free Download SQLite Essentials From Novice to Expert
Published 11/2024
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 1h 4m | Size: 401 MB
Master SQLite: Build, Manage, and Optimize Databases for Real-World Applications

What you'll learn
Introduction to SQLite
Basic SQL Syntax and Queries
SQLite Data Types
Creating and Modifying Tables
Requirements
Basic Understanding of Computers and Programming
Introduction to SQL (Optional)
Basic Python Knowledge (Optional)
Motivation to Learn
Time Commitment
Description
Unlock the power of SQLite and learn how to create, manage, and optimize databases for your applications in this comprehensive course. Whether you're a complete beginner or have some experience with databases, this course will take you on a step-by-step journey to mastering SQLite, one of the most popular lightweight relational database management systems.SQLite is an embedded, serverless database that is ideal for web and mobile applications. In this course, you'll not only learn how to use SQLite to store, retrieve, and manipulate data, but you'll also gain practical experience integrating it into real-world projects. By the end of this course, you'll be able to build fully functional database-driven applications, optimize queries for performance, and handle complex data management tasks with ease.What You Will Learn:Introduction to SQLite:Understand the fundamentals of SQLite and how it differs from other database systems.Learn how to set up SQLite on your system and begin working with databases.Basic SQL Queries:Master the foundational SQL queries for working with data, including SELECT, INSERT, UPDATE, and DELETE.Learn how to filter, sort, and manipulate data effectively using SQL.Database Design and Table Managementiscover how to design and create SQLite tables, define data types, and enforce data integrity with constraints (like primary and foreign keys).Learn how to modify tables and manage schema changes over time.Advanced SQL Techniquesive deeper into more complex queries, such as joining tables, subqueries, and grouping data.Learn about aggregate functions and how to use them for data analysis.Transactions and Database Integrity:Understand the concept of transactions in SQLite, ensuring that your data remains consistent and accurate.Learn how to use BEGIN, COMMIT, and ROLLBACK for managing transactions.SQLite Functions:Use built-in functions to manipulate data (e.g., string functions, date functions, and mathematical functions).Learn how to write custom SQL functions to perform specific tasks.Working with SQLite in Python:Learn how to integrate SQLite with Python using the sqlite3 module.Build Python applications that interact with SQLite databases to create, read, update, and delete data.Database Optimization:Master techniques to optimize SQLite queries and improve database performance.Learn how to use indexes and other optimization strategies to scale your applications effectively.Practical Applications:Build real-world applications such as a task manager, a contact book, or an inventory management system using SQLite.Learn how to handle large datasets, implement search functionality, and ensure data consistency in your applications.Best Practices & Security:Understand best practices for database management, including data security, backup strategies, and proper query design.Learn how to secure SQLite databases and prevent common vulnerabilities.Who This Course Is For:Beginner Developers: Anyone who wants to learn the fundamentals of SQL and SQLite.Aspiring Web and Mobile Developers: Developers looking to integrate databases into web and mobile applications.Python Developers: Developers interested in using SQLite with Python to manage data.Data Science Enthusiasts: Those looking to learn how to store and manipulate structured data for analysis.Students and Professionals: Anyone looking to gain hands-on experience working with databases.Course Requirements:No prior experience with databases is required, but familiarity with programming concepts will be helpful.A computer with internet access and basic knowledge of how to use it.Optional: Basic knowledge of Python if you wish to explore SQLite with Python.Why Choose This Course?This course is your complete guide to SQLite, from basic concepts to advanced techniques. You'll receive:Hands-on Learning: Practical examples and exercises that teach you how to apply what you've learned.Real-World Projects: Build functional applications that use SQLite for data management.Expert Instruction: Learn from an experienced instructor with clear, step-by-step explanations.Lifetime Access: Get lifetime access to course materials, so you can learn at your own pace and revisit lessons anytime.
Who this course is for
1. Beginners to Databases
2. Aspiring Web and Mobile Developers
3. Python Developers
4. Data Science Enthusiasts
5. Students in Computer Science/Software Engineering
6. Project and Product Managers
7. Anyone Interested in Building Real-World Applications
Homepage

https://www.udemy.com/course/sqlite-essentials-from-novice-to-expert/

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Free Download SUPERMIND Technique - The Secret to Success in any Exam
Published 11/2024
Created by Abdullah Khurram
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 18 Lectures ( 59m ) | Size: 574 MB

Identify the Hidden Genius in you and Conquer any Course or Exam in 1st attempt with high grades. 10x your Memory!
What you'll learn
Students will learn how to find their Unique Mind Type (Hidden Mental Strengths)
Students will learn how to Study effectively by using their hidden mental strengths (Mind Type)
The Students will learn Memory Techniques as per their mind type to memorize whatever they read without the fear of forgetting it.
Learn the secret: How to Recall anything while in exam when your mind gets totally blank!
How to improve memory by using 3rd Eye in Mind
How to program your mind to achieve your goal
How to use Triangle of Memory
How to Memorize from Multiple Choice Questions
Role of Alpha Brain Waves to Memorize anything fast
How to Manage Stress to get maximum performance
Using the 45 Minutes Rule
The Neuro-Linguistics Programming
Requirements
The student is required to complete a Mind Type Identification questionnaire (Survey) to find out their unique mental strengths (mind type)
Description
If you are struggling to memorize what you read and you have to do a lot of effort then you are doing all this the wrong way. Yes, you can memorize anything in short time by using your hidden genius. It can be achieved only by identifying your hidden genius (your hidden strenghts) and also by overcoming your weaknesses.Sir Albert Einstein once said, "Everyone is Genius, but if you judge a fish on its ability to climb a tree then it will live its whole life believing it is stupid". It means that Everyone has some genius hidden inside them but we are testing ourselves on the same scale (or testing everyone for one strength). What does it mean?Lets simplify, Actually the education system mostly involves Textual information and those who have strength to memorize text can perform good in conventional exams where reading and writing is of main concern. There are people in this world with different strengths and weaknesses, some have great strength in memorizing the text while others cannot do this, but it doesn't mean they are not genius, they later may have strengths in Visuals, Audio or Practical things.So in SUPERMIND Technique we actually identify your hidden strengths and weaknesses (either you are Visual, Aural, Practical or Textual learner) and then we train you specific memory techniques to memorize the textual information for effectively.Not only this, we also train you how to focus on your goals and how to manage stress and achieve your academic goal.This training is life changing and we wish you all the best.
Who this course is for
Business Students, Law students, Nursing or Healthcare students, Economics or Accountancy Students or any student having difficulty in learning and performing good in exams. Any candidate looking for any professional qualification must attend this course to pass the exam with high grades to achieve the professional qualification for career growth. Its a lifetime investment!
Students who are preparing for any exam
Medical Students
Business Students, Law students, Nursing or Healthcare students, Economics or Accountancy Students
Any student having difficulty in learning and performing good in exams. Any candidate looking for any professional qualification must attend this course to pass the exam with high grades to achieve the professional qualification for career growth. Its a lifetime investment! or any student having difficulty in learning and performing good in exams. Any candidate looking for any professional qualification must attend this course to pass the exam with high grades to achieve the professional qualification for career growth. Its a lifetime investment!
Homepage

https://www.udemy.com/course/supermind-memory-techniques-the-secret-to-success-in-any-exam/

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Free Download Sales First 90 Days as a New Sales Rep
Published 11/2024
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 5h 1m | Size: 5.62 GB
Master Essential Sales Techniques: Strategy, Closing Deals, Negotiation, CRM & Beyond for Ultimate Success in Sales

What you'll learn
Recognize the foundational principles of sales success to understand the basics of effective selling strategies.
Explain the importance of sales psychology in building strong customer relationships.
Demonstrate how to build rapport with customers using effective communication strategies.
Apply customer-centric selling approaches to identify and address specific customer pain points.
Design tailored solutions that directly address the identified needs of customers.
Handle customer objections confidently by preparing and delivering effective rebuttals.
Develop compelling value propositions that resonate with customer needs and motivations.
Utilize various prospecting methods and strategies to generate a list of qualified leads.
Implement tools for effective prospecting to streamline the lead generation process.
Execute nurturing strategies that move prospects closer to conversion, using conversion optimization techniques.
Create engaging sales presentations incorporating storytelling and visual aids.
Deliver sales demos that effectively showcase the product's benefits and features.
Employ key negotiation principles and win-win strategies to navigate pricing objections smoothly.
Apply appropriate closing techniques to seal deals efficiently while overcoming buyer resistance.
Prioritize sales tasks using effective time management techniques to improve productivity.
Foster long-term customer relationships through personalized service and ongoing value delivery.
Analyze key sales performance indicators to identify areas for improvement and set realistic sales goals.
Facilitate effective sales team communication and collaboration to enhance overall sales performance.
Develop resilience against rejection by adopting mindset shifts and resilience-building techniques.
Leverage customer feedback to make continuous improvements in the sales process and enhance customer satisfaction.
Requirements
There are no requirements or pre-requisites for this course, but the items listed below are a guide to useful background knowledge which will increase the value and benefits of this course.
Basic understanding of sales and marketing principles.
Familiarity with common communication tools and technology used in sales, such as CRM software.
Interest in developing customer-centric strategies and improving sales techniques.
Description
Welcome to our comprehensive course on Mastering Sales Strategies and Techniques! Are you ready to elevate your sales game and achieve unparalleled success in the competitive world of sales? Dive deep into the intricacies of sales psychology, customer needs analysis, prospecting, negotiation, and more with our expertly crafted curriculum.Our team of seasoned sales professionals has designed this course to equip you with the essential skills and strategies needed to excel in sales. With years of industry experience and a passion for teaching, we are dedicated to empowering you with the knowledge and tools necessary to thrive in the dynamic field of sales.Throughout this course, you will embark on a transformative journey that will not only enhance your sales proficiency but also revolutionize your approach to selling. From mastering the art of building rapport with customers to honing your negotiation skills, each module is carefully curated to provide you with practical insights and actionable techniques.Discover the key principles behind customer-centric selling, learn how to identify customer pain points, and develop tailored solutions that resonate with your target audience. Uncover the secrets of effective sales presentations, crafting compelling narratives that engage and captivate potential clients, ultimately leading to successful deal closures.But the learning doesn't stop there. Dive into the realm of prospecting and lead generation, where you'll uncover innovative strategies for identifying and nurturing qualified leads, optimizing your conversion rate, and maximizing your sales potential. Harness the power of data-driven sales metrics to track your performance and propel your success to new heights.As you advance through the course, you'll also explore the importance of ethical selling practices, strategic account management, and continuous improvement through customer feedback. Gain valuable insights into building a personal brand as a sales professional, leveraging your unique strengths to stand out in a crowded market.With a focus on practical application and real-world case studies, this course offers a holistic learning experience that will empower you to excel in sales and advance your career. Whether you're a seasoned sales professional looking to sharpen your skills or a newcomer eager to make your mark in the industry, this course is designed to meet your needs and exceed your expectations.Join us on this transformative journey towards sales mastery and unlock your full potential as a sales powerhouse. Enroll now and take the first step towards a rewarding and successful career in sales. Let's embark on this exciting adventure together and pave the way for your future success in the dynamic world of sales.
Who this course is for
Sales professionals looking to enhance their selling strategies and techniques.
New sales representatives seeking foundational sales skills and understanding.
Sales managers aiming to improve team performance and sales outcomes.
Entrepreneurs and business owners who handle sales within their businesses.
Customer success professionals wanting to deepen their knowledge in retaining and growing customer accounts.
Marketing professionals interested in learning sales principles to align with sales teams and strategies.
Homepage

https://www.udemy.com/course/sales-first-90-days-as-a-new-sales-rep/

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Free Download Sampling, Central Limit Theorem, & Standard Error
Published 11/2024
Created by Robert (Bob) Steele
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English | Duration: 10 Lectures ( 4h 15m ) | Size: 2.75 GB

Building Statistical Foundations: From Sampling Techniques to Informed Inferences
What you'll learn
Define key statistical terms, including population, sample, parameter, and statistic, to build a foundation in statistical language and concepts.
Identify and differentiate between various sampling methods, such as simple random sampling, stratified sampling, and cluster sampling.
Illustrate the concept of sampling bias and explain strategies to minimize sampling error, enhancing the validity of sample-based conclusions.
Describe the Central Limit Theorem and explain its significance in enabling normal approximation for sample means, regardless of the population distribution.
Calculate standard error and analyze how sample size influences the precision of sample statistics.
Evaluate the representativeness of samples in real-world applications and assess the implications of sample variability on inferential accuracy.
Integrate sampling methods, the CLT, and standard error to form a coherent approach to statistical inference in various applied fields.
Justify statistical conclusions drawn from sample data and reflect on the role of inferential statistics in research and decision-making.
Requirements
A general comfort with numbers and quantitative reasoning is important, as the course involves interpreting data, calculating averages, and understanding proportions and percentages.
Students should be able to read and interpret graphs, charts, and tables, as these are frequently used in statistical analysis to visualize data and communicate results.
Although not a formal prerequisite, a willingness to think critically, ask questions, and explore data patterns will help students succeed and engage deeply with the course material.
Description
This course offers a foundational introduction to the principles of statistics, focusing on sampling techniques, the Central Limit Theorem (CLT), and the concept of standard error. Students will explore the process of selecting representative samples from larger populations, a crucial step in making valid statistical inferences. Various sampling methods, such as simple random sampling, stratified sampling, cluster sampling, and systematic sampling, will be covered in detail, enabling students to understand how to collect data that accurately represents a broader group. The importance of sampling in real-world applications will be emphasized, including considerations of bias and sampling error that can impact the validity of conclusions drawn from sample data.A central focus of the course is the Central Limit Theorem, a key statistical concept that underpins much of inferential statistics. Through examples and hands-on exercises, students will learn how the CLT allows statisticians to approximate the distribution of sample means as normal, even when the population distribution is not normal. This property is foundational to many statistical methods, such as hypothesis testing and confidence interval estimation. Understanding the CLT enables students to appreciate the role of sample size, as larger samples yield distributions of sample means that are more consistently normal and provide a closer approximation of population parameters.The course also introduces the concept of standard error, which measures the variability of a sample statistic, such as the sample mean, around the true population parameter. Students will examine how standard error reflects the precision of sample estimates and how it can be minimized through increased sample sizes. Applications of standard error in constructing confidence intervals and performing hypothesis tests will be covered, allowing students to quantify uncertainty and make informed inferences based on sample data.Throughout the course, students will work on practical examples that demonstrate the applications of statistical concepts across various fields, such as social science research, economics, and quality control. These examples will illustrate how sampling, the CLT, and standard error are applied in real-world scenarios to draw conclusions about larger populations from sample data. By the end of the course, students will be equipped with essential statistical tools and techniques, laying the groundwork for more advanced studies in statistics and data analysis. This course is designed for students beginning their exploration of statistical methods, providing a robust introduction to the basics of data collection, analysis, and inference.
Who this course is for
Social Science Students interested in analyzing patterns and trends in human behavior, society, and economics.
Business and Marketing Students looking to make data-driven decisions, understand market trends, and conduct surveys and research.
Health and Life Sciences Students who need to interpret research findings, assess health data, and understand risk factors.
Education Majors aiming to analyze student performance, interpret assessment data, and evaluate educational programs.
Engineering and Computer Science Students (Introductory Level) who want to understand basic data analysis for applications in quality control, product testing, and research.
Non-Majors and General Education Students who want to enhance their quantitative literacy, critical thinking, and ability to work with data in a range of contexts.
Homepage

https://www.udemy.com/course/sampling-central-limit-theorem-standard-error/

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Free Download Sanctions Screening And Tbml-Sample Documents Based Learning
Last updated 10/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.96 GB | Duration: 3h 30m
Sanctions screening and Trade Finance based laundering - Hands on knowledge using sample documents.

What you'll learn
Sanctions screening basics for Trade finance professionals
Trade Based Money Laundering - TBML
Sanctions and TBML - Case based learning
Sample documents based knowledge capture for Sanctions and TBML basics
To clear Interview for the questions based on Sanctions and Compliance, helping the Trade finance and Compliance professionals.
Requirements
Basic understanding on the Trade finance and Sanction screening subject
Trade based Money Laundering
Description
If you are a Trade finance professional or wanted to excel in Trade finance Compliance concepts. If you are a compliance professional or an aspiring candidate to enter the compliance domain, this course is going be to your one stop shop to answer and enrich your knowledge about the Sanctions and Trade based money laundering also called as (TBML).In this course module, all our learnings are going to be based on the Sample documents. The terminologies and concepts covered here will give a practical experience to appreciate the concepts, which you might have heard already. This has two portions; one is for the sanctions screening and other one for the TBML. And each of the two portions are further sub-divided into two sections. One is for the basics and theory part and other one is for the hands on knowledge experience with sample documents. In the Sanction screening module, you will learn the common parties to be screened. You will also get to know the repercussions of missing a party to be screened. Becasue of which, you may imposed with Hefty fines and penalties.In the TBML module, you will get to know the common Red flags to indentify a laundering activity using the International trade finance transactions.Disclaimer. We use real names and countries which may bring discontent in a learners mind due to various reasons. Our examples are based on the current sanctions promulgated by UN, OFAC, EU sanctions.
Overview
Section 1: Module 1 - Sanctions screening, Basics, Risk of Non-Compliance and Case samples
Lecture 1 Course Introduction
Lecture 2 Sanctions basics - Theory section
Lecture 3 Risk of Non-Compliance of Sanctions
Lecture 4 Common parties to be Screened from the Trade documents
Lecture 5 Sanction Screening Case samples
Section 2: Trade Based Money Laundering - TBML
Lecture 6 TBML Module Introduction - Video 1
Lecture 7 TBML Basics and definitions - Video 2
Lecture 8 1st Red flag - High Risk Country Involvement - Video 3
Lecture 9 2nd Red flag - Abnormal pattern of shipments - Video 4
Lecture 10 3rd Red flag - Line of Business mismatch - Video 5
Lecture 11 4th Red flag - Address mismatch or Vague Addresses - Video 6
Lecture 12 5th Red flag - Fraudulent and Duplicate documents - Video 7
Lecture 13 6th Red flag - Dual Use of Goods - Video 8
Lecture 14 7th Red flag - Related parties involvement - Video 9
Lecture 15 8th Red flag - Unusual Transactional terms - Video 10
Lecture 16 9th Red flag - Over/ Under shipment - Video 11
Lecture 17 10th Red flag - Over/ Under pricing - Video 12
Trade finance professionals, Bankers, Compliance professionals,Who wants to cracck Interviews related to Sanctions and Trade Based Money Laundering activities
Homepage

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Free Download Scaling B2B Content Marketing with AI and Automations
Released 11/2024
With Tamara Franklin, Madecraft
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Skill level: Beginner | Genre: eLearning | Language: English + subtitle | Duration: 27m 14s | Size: 73 MB

Empower your B2B content marketing efforts with AI and automation tools for scalable growth and enhanced efficiency.
Course details
Learn to implement scalable B2B content marketing strategies with AI and automation. This course, led by Tamara Franklin, offers deep insights into integrating AI technologies to enhance content creation, distribution, and SEO. Learn to set objectives, automate processes, and personalize content at scale to drive engagement and improve performance metrics. After this course, you will be able to use automations to save time, build productivity, and enhance your overall B2B marketing efforts.
Homepage

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Free Download Scrum Master Certification Training by Aleksandra Krzeszewska
Published 10/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 372.73 MB | Duration: 2h 34m
Complete Guide to Scrum Fundamentals, Team Roles, and Agile Practices in a nutshell

What you'll learn
The basics of Scrum, its roles, artifacts, and ceremonies.
Understand the role of Scrum Master and their key responsibilities.
Discover how to lead Scrum teams and remove blockers.
Get ready for the Scrum PSM I certification exam.
Requirements
This is a beginner course, requiring no prior knowledge or experience, and is suitable for anyone willing to learn and start from scratch in Scrum.
Description
Scrum Master Certification Training is a comprehensive course designed to fully equip you with the knowledge and skills required to excel as a Scrum Master and pass the PSM I certification. This course covers essential areas of the Scrum framework, from fundamental principles to practical techniques needed to lead Scrum teams effectively. Whether you're new to Scrum or aiming to solidify your expertise, this course provides tools and resources to boost your confidence in this role.The course includes in-depth exploration of:Scrum Roles: Learn the responsibilities and collaboration dynamics of key roles, including Scrum Master, Product Owner, and the Development Team, and understand how each contributes to project success.Scrum Artifacts: Gain insights into managing Scrum artifacts like the Product Backlog, Sprint Backlog, and Increment to optimize tracking, support transparency, and maintain product quality.Scrum Events: Discover how to organize and facilitate Scrum events, such as Sprints, Sprint Planning, Daily Scrums, Sprint Reviews, and Retrospectives, to ensure a smooth, productive process.To further enhance your learning, this course includes a mock interview to help you practice real-world Scrum Master questions, as well as a practice PSM I test to assess your readiness for the certification exam. By the end of this course, you'll be fully prepared to handle the challenges of the Scrum Master role with confidence.
Overview
Section 1: Scrum Basics
Lecture 1 What is Agile?
Lecture 2 Scrum Definition, Theory and Values
Lecture 3 Benefits of Using Scrum
Section 2: Scrum Roles
Lecture 4 The Scrum Team
Lecture 5 Scrum Master
Lecture 6 Product Owner
Lecture 7 Developers
Section 3: Scrum Artifacts
Lecture 8 Product Backlog
Lecture 9 Sprint Backlog
Lecture 10 Increment
Section 4: Scrum Events
Lecture 11 The Sprint
Lecture 12 Sprint Planning
Lecture 13 Daily Scrum
Lecture 14 Sprint Review
Lecture 15 Sprint Retrospective
Section 5: Practical Scrum
Lecture 16 Tools and Resources for Scrum Masters
Lecture 17 Case Studies of Successful Scrum Implementations
Lecture 18 Interview Questions part 1
Lecture 19 Interview Questions part 2
Lecture 20 Interview Questions part 3
Section 6: Preparing for the PSM I Certification
Lecture 21 Overview of the PSM I Exam
This course is designed for beginners interested in learning Scrum, team members wanting to enhance collaboration, and professionals preparing for a Scrum Master role or certification.
Homepage

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Free Download Scrum Master Interview Secrets - Experienced Candidates
Published 11/2024
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 817.55 MB | Duration: 2h 1m
Navigating Tough Questions and Showcasing Your Scrum Expertise

What you'll learn
Handling Behavioral Interview Questions
Common Interview Formats and Question Types
Advanced Scrum Methodologies and Practices
Scenario-Based Questions and Problem-Solving Techniques
Requirements
Basic knowledge of Scrum
Description
Are you an experienced Scrum Master looking to take the next step in your career? Do you want to ace your upcoming interviews and stand out from the competition? A Scrum Master is a key role in the Scrum framework, which is a popular agile methodology used for managing and executing projects, particularly in software development.Welcome to "Scrum Master Interview Secrets: Experienced Candidates," where you will gain the insights and strategies needed to succeed in Scrum Master interviews.In this comprehensive course, you will explore:Key Skills and Competencies: Understand what hiring managers look for in a Scrum Master and how to highlight your unique qualifications.Common Interview Formats: Learn about different interview styles and prepare for both behavioral and scenario-based questions.Advanced Scrum Practices: Dive deep into Scrum methodologies, frameworks, and real-world applications to demonstrate your expertise effectively.Effective Communication Techniques: Master the art of conveying your experiences and problem-solving abilities with clarity and confidence.Mock Interviews and Case Studies: Participate in practical exercises that simulate real interview situations, helping you to refine your responses and presentation.By the end of this course, you will feel empowered and well-prepared to tackle any Scrum Master interview, armed with the knowledge and skills to showcase your experience and expertise.Join us today and unlock the secrets to interview success!
Overview
Section 1: Introduction
Lecture 1 Introduction
Lecture 2 Tell me about yourself
Lecture 3 Common high level questions
Section 2: Interview Questions
Lecture 4 Typical Day of a Scrum Master
Lecture 5 Facilitating Daily Scrum
Lecture 6 Changes to Scrum Guide
Lecture 7 What is a Spike?
Lecture 8 Role of a SM during Sprint Planning
Lecture 9 What is Kanban?
Lecture 10 SM and PO Collaboration
Lecture 11 Challenging of being a Scrum Master
Lecture 12 Working with a quite Team member
Lecture 13 SM needs to be technical or not
Lecture 14 SM Role in backlog refinement with PO
Lecture 15 Team Conflict Management
Lecture 16 Measure the success of a Scrum Master
Lecture 17 Scope Management during Sprint Execution
Lecture 18 Waterfall to Agile Transition
Lecture 19 Encourage Continuous Improvement
Lecture 20 Handling Team resistant
Lecture 21 Struggling to meet sprint goals
Lecture 22 Coaching Team on Self organization
Lecture 23 Handling Quite Team member while Retro
Lecture 24 Technical Debt Management
Lecture 25 Usage of Metrics to Track Successful Release
Lecture 26 Release Plan Communication to Stakeholders
Section 3: Scrum Project Case Study
Lecture 27 Scrum Project
Section 4: Mock Interview
Lecture 28 Mock Interview
Section 5: Bonus Read
Lecture 29 Product Backlog
Lecture 30 Understanding Product, Product Vision, and Product Roadmap
Lecture 31 Key Characteristics of User Stories
Lecture 32 Practical Scenarios & Best Practices for User Stories
Lecture 33 All About User Stories: Mastering the 3C Model & Key Points
Lecture 34 Dependency, Impediment, or Blocker? Understanding Agile Roadblocks
Lecture 35 Avoid Project Disasters: The Power of the Definition of Ready
Lecture 36 Definition of Done (DoD): Your Checklist for Sprint Success!
Scrum Master,Project Manager,Agile Practitioner,Business Analyst,Change Manager,Team Lead,Product Owner
Homepage

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Free Download Securing Microsoft Azure Data Access Endpoints
Duration: 1h 29m | Video: .MP4, 1280x720 30 fps | Audio: AAC, 48 kHz, 2ch | Size: 147 MB
Genre: eLearning | Language: English
This course provides detail on the technologies and options available to secure the endpoints of data services that are available in Azure.
Hosting data in the cloud opens up new considerations when thinking about the security of access to that data. In this course, Securing Microsoft Azure Data Access Endpoints, you will learn foundational knowledge of securing the endpoints of services offered by Azure. First, you will explore the key technologies related to endpoints and endpoint access. Next, you will discover the options for integrating with virtual networks. Finally, you will examine how to secure the resource instance endpoints. When you're finished with this course, you will have the skills and knowledge of endpoint security needed to store and use data hosted in Azure data services in a secure, yet productive way.

Homepage

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Free Download Security Best Practices with Amazon Redshift
Released 10/2024
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Intermediate | Genre: eLearning | Language: English + subtitle | Duration: 51m | Size: 123 MB
Securing the data warehouses containing the most important data and organization is critically important. This course will teach you to implement security best practices with Amazon Redshift.

Data warehouses contain incredibly sensitive data that is constantly at risk to exfiltration and attack. In this course, Security Best Practices with Amazon Redshift, you'll learn to secure Amazon Redshift in accordance with industry best practices. First, you'll explore configuring and auditing appropriate access to Amazon Redshift with IAM and other tools. Next, you'll discover how to apply network security best practices with Amazon Redshift. Finally, you'll learn how to implement data protection best practices with encryption, backups, and other data management techniques. When you're finished with this course, you'll have the skills and knowledge of security best practices with Amazon Redshift needed to improve the security posture of your own Redshift clusters in your organization.
Homepage

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