Data, AI, and Cloud Courses

• IntermediateSkill Level
• 4.5+
• 741

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

• IntermediateSkill Level
• 4.8+
• 739

Learn to manipulate and analyze flexibly structured data with MongoDB.

• BasicSkill Level
• 4.5+
• 736

Gain a clear understanding of GDPR principles and how to set up GDPR-compliant processes in this comprehensive course.

• IntermediateSkill Level
• 4.4+
• 729

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

• AdvancedSkill Level
• 4.6+
• 723

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

• IntermediateSkill Level
• 4.4+
• 722

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

• IntermediateSkill Level
• 4.5+
• 715

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

• IntermediateSkill Level
• 4.7+
• 714

Learn to model and predict stock data values using linear models, decision trees, random forests, and neural networks.

• BasicSkill Level
• 4.5+
• 705

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

• IntermediateSkill Level
• 4.5+
• 692

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

• AdvancedSkill Level
• 4.6+
• 683

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

• AdvancedSkill Level
• 4.7+
• 682

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+
• 679

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

• IntermediateSkill Level
• 4.4+
• 678

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

• AdvancedSkill Level
• 4.5+
• 673

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

• IntermediateSkill Level
• 4.5+
• 669

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

• IntermediateSkill Level
• 4.6+
• 663

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

• IntermediateSkill Level
• 4.6+
• 662

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

• AdvancedSkill Level
• 4.6+
• 658

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

• IntermediateSkill Level
• 4.3+
• 652

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

• BasicSkill Level
• 4.8+
• 644

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

• IntermediateSkill Level
• 4.4+
• 644

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

• IntermediateSkill Level
• 4.6+
• 638

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

• BasicSkill Level
• 4.5+
• 638

In this course youll learn to use and present logistic regression models for making predictions.

• IntermediateSkill Level
• 4.6+
• 624

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

• IntermediateSkill Level
• 4.6+
• 621

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

• IntermediateSkill Level
• 4.6+
• 618

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

• AdvancedSkill Level
• 4.6+
• 618

Learn how to approach and win competitions on Kaggle.

• IntermediateSkill Level
• 4.6+
• 617

Master SQL Server programming by learning to create, update, and execute functions and stored procedures.

• BasicSkill Level
• 4.6+
• 617

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.