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Free Download Pluralsight - CompTIA Data+ Data Mining By Yasir Khan
Released 12/2024
By Yasir Khan
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English + subtitle | Duration: 1h 32m | Size: 196 MB

Build a strong foundation in data acquisition, cleaning, and profiling. Master data manipulation, transformation, and query optimization to enhance data quality and performance across applications-all while preparing for CompTIA Data+ certification
In today's data-centric world, many organizations struggle to manage and prepare data effectively for analysis, facing challenges in data acquisition, cleansing, and manipulation. In this course, CompTIA Data+: Data Mining, you'll gain the skills to efficiently handle, clean, and prepare data for analysis, enhancing its quality and usability. First, you'll explore foundational data acquisition concepts, learning to gather and integrate data from various sources using methods like ETL, ELT, delta loading, and APIs. Next, you'll discover best practices for data cleansing and profiling, focusing on techniques to address issues such as duplicate data, missing values, and outliers, ensuring data accuracy and reliability. Finally, you'll learn to apply a range of data manipulation techniques-such as recoding, merging, concatenation, and normalization-and optimize data processing with functions like filtering, sorting, and query optimization to refine datasets effectively. By the end of this course, you'll have mastered data preparation techniques for transforming raw data into clean, well-structured datasets ready for analysis, and also gained the skills needed to succeed on the CompTIA Data+ certification exam, giving you a comprehensive foundation to help drive informed decision-making and actionable insights within your organization.
Homepage:

https://app.pluralsight.com/library/courses/comptia-data-plus-data-mining-cert/table-of-contents

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Free Download Pluralsight - Create Dataflows in Power BI
Released 12/2024
By Andrew McSwiggan
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Intermediate | Genre: eLearning | Language: English + subtitle | Duration: 31m 32s | Size: 75 MB

This course will teach you how to create a Gen1 analytical dataflow that can be made available as a self-service semantic layer.
Developers need to prepare data for self-service consumption. Some analysts and power users are creating reports that take data from the same data source, some are transforming the data using a SQL query, some are using Power Query, and others are taking raw data and transforming it using DAX. Business logic is being distributed and applied at the report level, but it would be better to apply the business logic once and make the results available to be consumed by all of the reports. In this course, Create Dataflows in Power BI, you'll gain the ability to develop self-service dataflows. First, you'll explore the capabilities of the dataflow component and how this differs from a Power Query data transformation. Next, you'll discover how to create a Power BI dataflow, capture the data incrementally, transform the data inside the dataflow, and store the results. Finally, you'll learn how to consume data from a Power BI dataflow. When you're finished with this course, you'll have the skills and knowledge of Power BI dataflows needed to produce self-service data interfaces with Power BI.
Homepage:

https://app.pluralsight.com/library/courses/power-bi-create-dataflows/table-of-contents

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Free Download Pluralsight - Data Cleaning and Quality Assurance in R
Released 12/2024
By Janani Ravi
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English + subtitle | Duration: 52m | Size: 138 MB

Data preparation is a critical step in turning raw information into actionable insights. This course will teach you how to clean, structure, and validate data in R to solve real-world problems efficiently.
Preparing data for analysis can be a daunting task, especially when dealing with missing values, outliers, and inconsistent formats that compromise the integrity of your insights. In this course, Data Cleaning and Quality Assurance in R, you'll gain the ability to handle inconsistent, real-world datasets and transform them into reliable and analyzable formats. First, you'll explore strategies to identify and address missing data, including summarizing missing patterns and imputing values using statistical and conditional techniques. Next, you'll discover how to detect and manage outliers in both numerical and categorical data using visualizations, statistical methods, and targeted replacements. Finally, you'll learn how to ensure data consistency by converting data types, standardizing units, and implementing validation checks to maintain data integrity. When you're finished with this course, you'll have the skills and knowledge of data cleaning and preparation needed to confidently preprocess datasets for analysis.
Homepage:

https://app.pluralsight.com/library/courses/r-data-cleaning-quality-assurance/table-of-contents

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Free Download Pluralsight - Data Import and Wrangling with R
Released 12/2024
By Ana Voicu
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English + subtitle | Duration: 47m | Size: 131 MB

Handling messy data can be challenging. This course will teach you how to efficiently import, clean, and combine datasets in R, equipping you with the skills to prepare data for meaningful insights and analysis.
Working with messy, scattered data can feel overwhelming and frustrating, especially when you're trying to uncover meaningful insights. Without the right skills to organize and clean data, even simple tasks can become time-consuming and complicated. In this course, Data Import and Wrangling with R, you'll gain the ability to import, clean, and combine datasets to prepare them for insightful analysis. First, you'll explore how to import data from various sources, including local files, web URLs, and databases, while resolving common issues like missing values and inconsistent formats. Next, you'll discover how to transform and tidy messy data using R packages like tidyr and dplyr. Finally, you'll learn how to merge and combine datasets effectively, addressing challenges like duplicate entries and mismatched keys to create unified datasets for analysis. When you're finished with this course, you'll have the skills and knowledge of data import and wrangling in R needed to handle real-world data challenges and prepare datasets for meaningful analysis.
Homepage:

https://app.pluralsight.com/library/courses/r-data-import-wrangling/table-of-contents

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Free Download Pluralsight - Data Visualization with ggplot2 in R
Released 12/2024
By Russ Thomas
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English + subtitle | Duration: 48m | Size: 134 MB

Visualizations give context, understanding, and weight to the insight gained from data analysis. This course will teach you how to produce professional and informative data visualizations in R using ggplot2.
The R programming language is a powerful tool to make sense of data. Often, however, a graphical representation of scale, depth, and contrast is required to truly understand and communicate the findings of data analysis. In this course, Data Visualization with ggplot2 in R, you'll gain the ability to create professional and informative data visualizations in your R projects and publications. First, you'll explore ggplot basics using provided sample data sets to produce bar graphs, line charts, and histograms. Next, you'll discover how to customize the appearance of your charts with colors, labels, and titles, as well as choosing the appropriate scale and axes for each specific data set's characteristics. Then, you'll apply these concepts to increasingly complex visualizations such as facet grids and scatter plots. Finally, you'll learn how to publish and share your results through various formats, exports, notebooks, and more, including more advanced notations and design considerations. When you're finished with this course, you'll have the skills and knowledge of ggplot2 needed to comfortably visualize data in R.
Homepage:

https://app.pluralsight.com/library/courses/r-ggplot2-data-visualization/table-of-contents

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Free Download Pluralsight - Essential Container Concepts
Released 12/2024
By A Cloud Guru
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English + subtitle | Duration: 2h 28m | Size: 390 MB

This course provides a basic introduction to the concept of containers. It seeks to give you a working knowledge of what containers are, how they are created, and how they are used in the real world.
This course provides a basic introduction to the concept of containers. It seeks to give you a working knowledge of what containers are, how they are created, and how they are used in the real world.
Homepage:

https://app.pluralsight.com/library/courses/essential-container-concepts-1/table-of-contents

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Free Download Pluralsight - Exploratory Data Analysis (EDA) with R
Released 12/2024
By Dr. Ali Feizollah
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English + subtitle | Duration: 37m | Size: 98 MB

Learn to analyze data distributions, explore variable relationships, and identify data quality issues using R. This course will help you interpret distributions and improve decision-making through effective data analysis.
Business decisions often fail due to poor understanding of data patterns, relationships, and quality issues in the analysis phase. In this course, Exploratory Data Analysis (EDA) with R, you'll gain the ability to thoroughly analyze data for better decision-making. First, you'll explore how to summarize and interpret data distributions using descriptive statistics. Next, you'll discover patterns and relationships between variables through correlation analysis and grouped summaries. Finally, you'll learn how to identify and assess data quality issues including missing values, outliers, and inconsistencies. When you're finished with this course, you'll have the skills and knowledge of statistical analysis needed to perform comprehensive exploratory data analysis and ensure reliable insights for decision-making.
Homepage:

https://app.pluralsight.com/library/courses/r-exploratory-data-analysis/table-of-contents

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Free Download Pluralsight - Generative AI for Interviewers
Released 12/2024
By Alice Meredith
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English + subtitle | Duration: 20m | Size: 74 MB

This course will help you streamline and enhance your hiring process using AI.
Recruiting the right talent is becoming increasingly complex, with larger pools of applicants and the need for diverse and inclusive hiring practices. In this course, Generative AI for Interviewers, you'll explore how AI can elevate your interviewing process. First, you'll see how to create effective job Descriptions and inclusive and fair interview guides using AI tools. Next, you'll explore how different AI tools that automate and improve resume summarizing, allowing you to identify the most suitable candidates quickly. Finally, you'll learn how to use AI tools to capture critical notes from interviews accurately. When you're finished with this course, you'll have increased AI skills and knowledge to efficiently identify and engage top talent while maintaining high standards of equity.
Homepage:

https://app.pluralsight.com/library/courses/generative-ai-interviewers/table-of-contents

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Free Download Pluralsight - Import Data into Power BI
Released 11/2024
By Ben Howard
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Intermediate | Genre: eLearning | Language: English + subtitle | Duration: 55m | Size: 155 MB

Power BI is the cornerstone of Microsoft's data analytics product set. This course will teach you how to load and bring data into Power BI from the most common data sources you will find in any organization.
Organizations are increasingly becoming data driven, but that data is held in disparate locations such as databases, Excel files, on the web, etc. Accessing this data in a single tool and being able to drive organizational decision-making is a key differentiator between organizations that excel and those that merely get by.
In this course, Import Data into Power BI, you'll gain the ability to access and import data from the world's most common data sources into Power BI.
First, you'll explore the Power BI interface and understand key considerations for importing data. Next, you'll discover how to import data from SQL Server and Excel. Finally, you'll learn how to handle large datasets.
When you're finished with this course, you'll have the skills and knowledge of importing data into Power BI needed to successfully connect to your data, wherever it exists.
Homepage:

https://www.pluralsight.com/courses/power-bi-data-import

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Free Download Pluralsight - Incident Management with Velociraptor
Released 12/2024
By Brian Dorr
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Intermediate | Genre: eLearning | Language: English + subtitle | Duration: 34m | Size: 99 MB

Velociraptor is an advanced open-source endpoint monitoring, digital forensics, and incident response (DFIR) tool. It allows security pros to collect, query, and analyze data across multiple endpoints, enhancing visibility and response capabilities.
Velociraptor is great for collecting, querying, and analyzing data across multiple endpoints, making it an essential tool for modern security operations. In this course, Incident Management with Velociraptor, you will delve into its powerful features and demonstrate practical applications in real-world scenarios. First, you will be introduced to Velociraptor, providing a solid understanding of its purpose, architecture, and key functionalities. You will learn how to set up and configure Velociraptor to fit your security environment, ensuring you are well-prepared to utilize its full potential. Next, you will focus on hunting across endpoints. You will discover how to perform targeted hunts on a single device or endpoint and explore methods for scaling these hunts across multiple endpoints to maximize coverage and efficiency. Finally, you will explore hunting based on tactics, techniques, and procedures (TTPs). By the end of this course, you will have the skills and knowledge of Velociraptor needed to leverage known TTPs for proactive threat detection, develop the ability to create and execute custom hunts based on common or emerging TTPs, and enhance your detection capabilities by correlating Velociraptor data with threat intelligence.
Homepage:

https://app.pluralsight.com/library/courses/incident-management-velociraptor/table-of-contents

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Free Download Pluralsight - Increasing Collaboration on Your Team
Released 12/2024
By Madecraft
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English + subtitle | Duration: 1h 4m | Size: 466 MB

This course will teach you how to increase collaboration to create successful teams through enhanced trust, innovation, and healthy conflict resolution.
High-performing teams all have one thing in common: their ability to collaborate effectively. In this course, leadership development consultant and executive coach Pam Knox shares strategies to enhance collaboration within your team. First, you'll define collaboration and explain its potential impact on your business. Next, you'll uncover how to foster a collaborative culture through effective communication. Finally, you'll create a collaboration roadmap, integrated with checkpoints for progress assessment. After this course, you'll be able to nurture a collaborative culture through a strategic plan designed to continually promote this within your team.
Homepage:

https://app.pluralsight.com/library/courses/increasing-collaboration-team/table-of-contents

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Free Download Pluralsight - Introduction to Cloud-native Computing
Released 12/2024
By Fernando Medina Corey
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English + subtitle | Duration: 31m | Size: 74 MB

Understanding Cloud-native computing is critical for any technology-adjacent professional. This course will teach you the core principles of cloud-native computing and how they differ from traditional architectures and cloud strategies.
Missing out on the benefits of Cloud-native applications is a costly mistake made by too many organizations. In this course, Introduction to Cloud-native Computing, you'll learn everything you need to start working on cloud-native projects. First, you'll explore the meaning of cloud-native. Next, you'll discover the ways you can transition to cloud-native computing. Finally, you'll learn some of the challenges of adopting cloud-native computing. When you're finished with this course, you'll have the skills and knowledge of cloud-native computing needed to help lead your organization into the cloud-native future.
Homepage:

https://app.pluralsight.com/library/courses/cloud-native-computing-introduction/table-of-contents

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Free Download Pluralsight - Managing Authentication and State in Next.js 14
Released 12/2024
By Zachary Bennett
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English + subtitle | Duration: 1h 2m | Size: 220 MB

Next.js is a "one stop shop" when it comes to building a React web application. This course will teach you how to both provide authentication and handle state management within your Next.js web applications.
Managing authentication in a web application has the propensity to be quite complex. Now add the difficulty of state management to that complexity and you might have a lot of work to do! In this course, Managing Authentication and State in Next.js 14, you'll learn to easily provide authentication to your app as well as handle state management in an elegant and powerful way. First, you'll explore how to manage user authentication and use sessions with NextAuth.js. Next, you'll discover how to reason about and manage local state in your application components. Finally, you'll learn how to implement a more robust state management solution for complex state using external state management libraries like Redux. When you're finished with this course, you'll have the skills and knowledge of authentication and state management needed to build robust and well-protected React applications that scale.
Homepage:

https://app.pluralsight.com/library/courses/managing-authentication-state-next-js-14/table-of-contents

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Free Download Pluralsight - Managing GitHub Actions
Released 12/2024
By Adam Bertram
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Intermediate | Genre: eLearning | Language: English + subtitle | Duration: 1h 18m | Size: 212 MB

Master the art of managing GitHub Actions at an enterprise level. This course will teach you how to effectively distribute, manage, and secure GitHub Actions across your organization.
As organizations scale their use of GitHub Actions, managing these workflows efficiently becomes crucial. In this course, Managing GitHub Actions, you'll learn to implement and manage GitHub Actions. First, you'll explore how to distribute actions and workflows across your enterprise. Next, you'll discover the intricacies of managing runners for optimal performance and security. Finally, you'll learn how to manage encrypted secrets to ensure the safety of sensitive information. When you're finished with this course, you'll have the skills and knowledge of GitHub Actions management needed to streamline your organization's CI/CD processes and enhance overall development efficiency.
Homepage:

https://app.pluralsight.com/library/courses/managing-github-actions/table-of-contents

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Free Download Pluralsight - Network Security Monitoring with Suricata
Released 12/2024
By Kevin James
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Intermediate | Genre: eLearning | Language: English + subtitle | Duration: 1h 14m | Size: 180 MB

Enhance your network security expertise. This course will teach you how to effectively manage Suricata for robust network security monitoring.
Security threats for networks are becoming increasingly sophisticated, making it harder for professionals to effectively monitor and secure their networks. In this course, Network Security Monitoring with Suricata, you'll learn to manage Suricata for strong network security monitoring. First, you'll explore the concepts of intrusion detection and prevention, and how Suricata has a critical role to play. Next, you'll discover the common operations of Suricata and learn its rules. Finally, you'll learn how to deploy Suricata in an enterprise environment, including deployment modes and capture methods. When you're finished with this course, you'll have the skills and knowledge of Suricata needed to enhance network security and respond effectively to potential threats.
Homepage:

https://app.pluralsight.com/library/courses/net-sec-monitoring-suricata/table-of-contents

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