Data, AI, and Cloud Courses

• IntermediateSkill Level
• 4.6+
• 736

This course provides an intro to clustering and dimensionality reduction in R from a machine learning perspective.

• AdvancedSkill Level
• 4.6+
• 734

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

• IntermediateSkill Level
• 4.4+
• 734

Master the core operations of spaCy and train models for natural language processing. Extract information from unstructured data and match patterns.

• IntermediateSkill Level
• 4.3+
• 734

Learn how to design Power BI visualizations and reports with users in mind.

• IntermediateSkill Level
• 4.8+
• 732

Learn to manipulate and analyze flexibly structured data with MongoDB.

• IntermediateSkill Level
• 4.5+
• 721

Learn to implement distributed data management and machine learning in Spark using the PySpark package.

• AdvancedSkill Level
• 4.7+
• 719

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

• BasicSkill Level
• 4.7+
• 708

Learn essential data structures such as lists and data frames and apply that knowledge directly to financial examples.

• IntermediateSkill Level
• 4.5+
• 704

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.

• IntermediateSkill Level
• 4.4+
• 691

Learn how to draw conclusions about a population from a sample of data via a process known as statistical inference.

• AdvancedSkill Level
• 4.4+
• 690

Manage the complexity in your code using object-oriented programming with the S3 and R6 systems.

• BasicSkill Level
• 4.5+
• 682

In this course, youll learn about the concepts of random variables, distributions, and conditioning.

• IntermediateSkill Level
• 4.6+
• 681

This course will equip you with the skills to analyze, visualize, and make sense of networks using the NetworkX library.

• AdvancedSkill Level
• 4.6+
• 678

Learn how to transform raw data into clean, reliable models with dbt through hands-on, real-world exercises.

• IntermediateSkill Level
• 4.6+
• 678

Learn how to make attractive visualizations of geospatial data in Python using the geopandas package and folium maps.

• AdvancedSkill Level
• 4.6+
• 674

In this course you will learn to fit hierarchical models with random effects.

• AdvancedSkill Level
• 4.6+
• 664

Learn how to calculate meaningful measures of risk and performance, and how to compile an optimal portfolio for the desired risk and return trade-off.

• 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.

• IntermediateSkill Level
• 4.4+
• 644

Learn the fundamentals of how to build conversational bots using rule-based systems as well as machine learning.

• IntermediateSkill Level
• 4.6+
• 643

Advance your Java skills by learning to handle files, process data, and build clean, reusable code using real-world techniques.

• IntermediateSkill Level
• 4.7+
• 630

Practice Power BI with our healthcare case study. Analyze data, uncover efficiency insights, and build a dashboard.

• IntermediateSkill Level
• 4.6+
• 629

In this course, youll learn how to import and manage financial data in Python using various tools and sources.

• IntermediateSkill Level
• 4.7+
• 628

This course will show you how to integrate spatial data into your Python Data Science workflow.

• BasicSkill Level
• 4.8+
• 625

Learn essential finance math skills with practical Excel exercises and real-world examples.

• IntermediateSkill Level
• 4.6+
• 621

Take your reporting skills to the next level with Tableau’s built-in statistical functions.