Data, AI, and Cloud Courses

• BasicSkill Level
• 4.6+
• 134.7K

Master the basics of data analysis with Python in just four hours. This online course will introduce the Python interface and explore popular packages.

• BasicSkill Level
• 4.7+
• 34.7K

Master the basics of data analysis in R, including vectors, lists, and data frames, and practice R with real data sets.

• BasicSkill Level
• 4.6+
• 29.3K

Level up your data science skills by creating visualizations using Matplotlib and manipulating DataFrames with pandas.

• BasicSkill Level
• 4.7+
• 18.8K

Master the fundamentals of programming in Python. No prior knowledge required!

• BasicSkill Level
• 4.7+
• 11.3K

Discover the fundamentals of Git for version control in your software and data projects.

• BasicSkill Level
• 4.7+
• 7.2K

Get started on the path to exploring and visualizing your own data with the tidyverse, a powerful and popular collection of data science tools within R.

• BasicSkill Level
• 4.6+
• 7K

Continue your journey to becoming an R ninja by learning about conditional statements, loops, and vector functions.

• BasicSkill Level
• 4.7+
• 6.9K

Dive into the Python ecosystem, discovering modules and packages along with how to write custom functions!

• IntermediateSkill Level
• 4.6+
• 6.1K

Learn how to create queries for analytics and data engineering with window functions, the SQL secret weapon!

• BasicSkill Level
• 4.7+
• 6K

Learn how to create one of the most efficient ways of storing data - relational databases!

• BasicSkill Level
• 4.6+
• 5.6K

Dive into data science using Python and learn how to effectively analyze and visualize your data. No coding experience or skills needed.

• BasicSkill Level
• 4.7+
• 4.8K

Discover branches and remote repos for version control in collaborative software and data projects using Git!

• BasicSkill Level
• 4.6+
• 4.8K

Learn the art of writing your own functions in Python, as well as key concepts like scoping and error handling.

• BasicSkill Level
• 4.6+
• 4.7K

Continue to build your modern Data Science skills by learning about iterators and list comprehensions.

• BasicSkill Level
• 4.7+
• 4.6K

Learn Java from the ground up with this beginner-friendly course, mastering essential programming concepts and skills.

• BasicSkill Level
• 4.6+
• 4.3K

Learn how to use GitHubs various features, navigate the interface and perform everyday collaborative tasks.

• AdvancedSkill Level
• 4.4+
• 4.3K

Explore data structures such as linked lists, stacks, queues, hash tables, and graphs; and search and sort algorithms!

• IntermediateSkill Level
• 4.6+
• 4.2K

Gain an introduction to Docker and discover its importance in the data professional’s toolkit. Learn about Docker containers, images, and more.

• IntermediateSkill Level
• 4.6+
• 3.9K

Dive into the exciting world of APIs as we introduce you to the basics of consuming and working with Web APIs using Python.

• BasicSkill Level
• 4.6+
• 3.7K

The Unix command line helps users combine existing programs in new ways, automate repetitive tasks, and run programs on clusters and clouds.

• IntermediateSkill Level
• 4.5+
• 3.6K

Learn to write efficient code that executes quickly and allocates resources skillfully to avoid unnecessary overhead.

• BasicSkill Level
• 4.7+
• 3K

Learn to use SQL Server to perform common data manipulation tasks and master common data manipulation tasks using this database system.

• IntermediateSkill Level
• 4.5+
• 2.9K

Consolidate and extend your knowledge of Python data types such as lists, dictionaries, and tuples, leveraging them to solve Data Science problems.

• IntermediateSkill Level
• 4.4+
• 2.8K

Learn to use best practices to write maintainable, reusable, complex functions with good documentation.

• BasicSkill Level
• 4.5+
• 2.8K

Learn about modularity, documentation, and automated testing to help you solve data science problems more quickly and reliably.

• IntermediateSkill Level
• 4.7+
• 2.7K

Discover the fundamental concepts of object-oriented programming (OOP), building custom classes and objects!

• IntermediateSkill Level
• 4.6+
• 2.4K

Learn the essentials of VMs, containers, Docker, and Kubernetes. Understand the differences to get started!

• IntermediateSkill Level
• 4.6+
• 2.4K

In this course, you will learn the fundamentals of Kubernetes and deploy and orchestrate containers using Manifests and kubectl instructions.

• IntermediateSkill Level
• 4.5+
• 2.4K

Learn how to work with dates and times in Python.

• IntermediateSkill Level
• 4.6+
• 2.1K

Build robust, production-grade APIs with FastAPI, mastering HTTP operations, validation, and async execution to create efficient data and ML pipelines.