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Machine Learning and AI Foundations: Causal Inference and Modeling

Machine Learning and AI Foundations: Causal Inference and Modeling

Learn about the modeling techniques and experimental designs that allow you to establish causal inference, and how to use them.


Azure AI: The Big Picture

Azure AI: The Big Picture

Get a high-level look at what’s contained in the Azure AI toolset.


Building Recommender Systems with Machine Learning and AI

Building Recommender Systems with Machine Learning and AI

Learn how to build recommender systems and help people discover new products and content with deep learning, neural networks, and machine learning recommendations.


Learning XAI: Explainable Artificial Intelligence

Learning XAI: Explainable Artificial Intelligence

Learn how explainable artificial intelligence (XAI) works and how it will impact data science-related projects and businesses.


Machine Learning and AI Foundations: Classification Modeling

Machine Learning and AI Foundations: Classification Modeling

Classification methods are among the most important in modern data science. Learn classification strategies and algorithms for machining learning and AI.


GPT-4 Foundations: Building AI-Powered Apps

GPT-4 Foundations: Building AI-Powered Apps

Learn the basics of prompting and connecting prompts together to build a small application with GPT-4.


Machine Learning & AI Foundations: Linear Regression

Machine Learning & AI Foundations: Linear Regression

Expand your data science skills by learning how to leverage the concepts of linear regression to solve real-world problems.


Artificial Intelligence for Students

Artificial Intelligence for Students

Learn the fundamentals of artificial intelligence, a growing area of technology that will be prevalent for years to come.


Next Generation AI: An Intro to GPT-3

Next Generation AI: An Intro to GPT-3

Gain a business and high-level technical perspective on GPT-3, the next leap in artificial intelligence, and its promise to open up new frontiers and support novel possibilities.


Artificial Intelligence Foundations: Thinking Machines

Artificial Intelligence Foundations: Thinking Machines

Learn the key concepts behind artificial intelligence (AI), including strong and weak AI, approaches such as machine learning, and practical uses for new AI-enhanced technologies.


XML Essential Training

XML Essential Training

Get started with Extensible Markup Language (XML). Learn about the basic rules of XML, explore its syntax, and review more advanced topics such as styling your XML with CSS.


Bootstrap 5 Essential Training

Bootstrap 5 Essential Training

Learn the essentials of Bootstrap 5. Discover how to use this popular front-end framework to quickly and easily build responsive, mobile-ready websites.


CSS Fundamentals: Unlock the Power of Web Styling

CSS Fundamentals: Unlock the Power of Web Styling

Explore the core technology used for styling content on the web—CSS. Learn what CSS is capable of doing and the basics you need to make it work for you.


CSS Essential Training

CSS Essential Training

Explore the concepts that form the foundation of CSS. Learn how to select content, style text, manage layouts, and more as you work on a series of real-world projects.


Python Data Analysis

Python Data Analysis

Interested in using Python for data analysis? Learn how to use Python, NumPy, and pandas together to analyze data sets large and small.


Using Large Datasets with pandas

Using Large Datasets with pandas

Get an approachable, hands-on opportunity to practice working on large datasets with pandas.


Advanced Pandas

Advanced Pandas

Learn the advanced functions in pandas that can help you more effectively work with your data.


pandas Essential Training

pandas Essential Training

Discover how to work with the pandas library and tools for data analysis and data structuring.


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