Data, AI, and Cloud Courses

• IntermediateSkill Level
• 4.6+
• 1K

Learn the basics of model validation, validation techniques, and begin creating validated and high performing models.

• AdvancedSkill Level
• 4.5+
• 997

Learn how to clean data with Apache Spark in Python.

• BasicSkill Level
• 4.2+
• 988

Learn the fundamentals of data visualization using Google Sheets.

• IntermediateSkill Level
• 4.4+
• 975

Learn to create your own Python packages to make your code easier to use and share with others.

• IntermediateSkill Level
• 4.3+
• 936

R Markdown is an easy-to-use formatting language for authoring dynamic reports from R code.

• IntermediateSkill Level
• 4.6+
• 932

Learn the practical uses of A/B testing in Python to run and analyze experiments. Master p-values, sanity checks, and analysis to guide business decisions.

• BasicSkill Level
• 4.7+
• 914

Learn AI governance with Collibra. Build, embed, and scale responsible AI using tools, frameworks, and MLOps workflows.

• IntermediateSkill Level
• 4.6+
• 905

Reshape DataFrames from a wide to long format, stack and unstack rows and columns, and wrangle multi-index DataFrames.

• BasicSkill Level
• 4.6+
• 858

Learn how to use GPT tools responsibly and confidently. Discover how these tools work and techniques for writing prompts and evaluating outputs.

• BasicSkill Level
• 4.6+
• 836

Learn to work with Microsoft Copilot. Master prompting, navigate Microsoft 365 apps, and build custom agents.

• BasicSkill Level
• 4.6+
• 806

Get to know the Google Cloud Platform (GCP) with this course on storage, data handling, and business modernization using GCP.

• IntermediateSkill Level
• 4.6+
• 796

Learn to implement custom trading strategies in Python, backtest them, and evaluate their performance!

• BasicSkill Level
• 4.4+
• 774

Practice data storytelling using real-world examples! Communicate complex insights effectively with a dataset of certified green businesses.

• AdvancedSkill Level
• 4.6+
• 734

Learn techniques to extract useful information from text and process them into a format suitable for machine learning.

• AdvancedSkill Level
• 4.7+
• 719

Learn how to design, automate, and monitor scalable forecasting pipelines in Python.

• IntermediateSkill Level
• 4.5+
• 715

Are customers thrilled with your products or is your service lacking? Learn how to perform an end-to-end sentiment analysis task.

• IntermediateSkill Level
• 4.7+
• 694

Boost your coding with Windsurf, the AI-powered IDE that helps you build, debug, and deploy faster.

• AdvancedSkill Level
• 4.7+
• 659

Learn how to build advanced and effective machine learning models in Python using ensemble techniques such as bagging, boosting, and stacking.

• BasicSkill Level
• 4.4+
• 659

Use a chatbot to create a study guide tailored to your goals and schedule. Build skills with simple, effective prompts.

• IntermediateSkill Level
• 4.4+
• 655

Learn all about the advantages of Bayesian data analysis, and apply it to a variety of real-world use cases!

• IntermediateSkill Level
• 4.4+
• 651

Learn to use essential Bioconductor packages for bioinformatics using datasets from viruses, fungi, humans, and plants!

• IntermediateSkill Level
• 4.6+
• 646

Learn how to structure your PostgreSQL queries to run in a fraction of the time.

• AdvancedSkill Level
• 4.6+
• 617

Learn how to approach and win competitions on Kaggle.

• AdvancedSkill Level
• 4.4+
• 616

Prepare for your next coding interviews in Python.

• BasicSkill Level
• 4.5+
• 605

In this case study, you’ll use visualization techniques to find out what skills are most in-demand for data scientists, data analysts, and data engineers.

• IntermediateSkill Level
• 4.5+
• 599

Learn how to detect fraud using Python.

• BasicSkill Level
• 4.4+
• 580

Leverage the power of tidyverse tools to create publication-quality graphics and custom-styled reports that communicate your results.

• IntermediateSkill Level
• 4.4+
• 579

Use RNA-Seq differential expression analysis to identify genes likely to be important for different diseases or conditions.

• IntermediateSkill Level
• 4.4+
• 574

Learn how to identify, analyze, remove and impute missing data in Python.

• AdvancedSkill Level
• 4.7+
• 573

Learn how to work with streaming data using serverless technologies on AWS.