Data, AI, and Cloud Courses

• IntermediateSkill Level
• 4.8+
• 64

Unlock the power of parallel computing in R. Enhance your data analysis skills, speed up computations, and process large datasets effortlessly.

• IntermediateSkill Level
• 4.7+
• 64

Learn how to perform advanced dplyr transformations and incorporate dplyr and ggplot2 code in functions.

• AdvancedSkill Level
• 4.3+
• 64

Are you curious about the inner workings of the models that are behind products like Google Translate?

• IntermediateSkill Level
• 4.4+
• 62

Learn how to predict click-through rates on ads and implement basic machine learning models in Python so that you can see how to better optimize your ads.

• BasicSkill Level
• 4.8+
• 61

Master the essential skills of data manipulation in Julia. Learn how to inspect, transform, group, and visualize DataFrames using real-world datasets.

• IntermediateSkill Level
• 4.8+
• 59

Master data visualization in Julia. Learn how to make stunning plots while understanding when and how to use them.

• IntermediateSkill Level
• 4.4+
• 58

Learn how to identify important drivers of demand, look at seasonal effects, and predict demand for a hierarchy of products from a real world example.

• IntermediateSkill Level
• 4.6+
• 57

Use C++ to dramatically boost the performance of your R code.

• BasicSkill Level
• 4.3+
• 57

Learn how to visualize big data in R using ggplot2 and trelliscopejs.

• IntermediateSkill Level
• 4.7+
• 56

Take Polars further with text manipulation, rolling statistics, DataFrame joins, and advanced analytics.

• IntermediateSkill Level
• 3.8+
• 54

Predict employee turnover and design retention strategies.

• IntermediateSkill Level
• 4.8+
• 52

Continue learning with purrr to create robust, clean, and easy to maintain iterative code.

• IntermediateSkill Level
• 4.7+
• 52

Learn mixture models: a convenient and formal statistical framework for probabilistic clustering and classification.

• BasicSkill Level
• 4.4+
• 52

Learn strategies for answering probability questions in R by solving a variety of probability puzzles.

• IntermediateSkill Level
• 4.6+
• 50

Build end-to-end data pipelines - from cleaning and aggregation to streaming and orchestration.

• AdvancedSkill Level
• 4.5+
• 41

Learn how to write scalable code for working with big data in R using the bigmemory and iotools packages.

• IntermediateSkill Level
• 4.8+
• 40

Build, deploy, and optimize serverless apps with AWS Lambda. Master event processing, error handling, concurrency, and safe deployments in a live AWS Console.

• IntermediateSkill Level
• 4.9+
• 38

This course introduces the comprehensive and flexible infrastructure and platform services provided by Google Cloud with a focus on Infrastructure Foundations.

• IntermediateSkill Level
• 4.8+
• 35

Learn to choose, build with, and secure AWS data stores including DynamoDB and S3 through hands-on console exercises and real-world scenarios.

• IntermediateSkill Level
• 4.5+
• 31

Learn to predict labels of nodes in networks using network learning and by extracting descriptive features from the network

• BasicSkill Level
• 5.0+
• 30

Claude Code brings AI assistance to your terminal. Learn the workflows that turn it into a reliable tool for real software development.

• IntermediateSkill Level
• 4.7+
• 20

The goal of this course is to introduce the basics of Google Kubernetes Engine, or GKE, and how to get applications containerized and running in Google Cloud.

• IntermediateSkill Level
• 4.8+
• 18

This course introduces the comprehensive and flexible infrastructure and platform services provided by Google Cloud with a focus on Core Services.

• IntermediateSkill Level
• 4.7+
• 17

This course introduces solution elements, including networks, load balancing, autoscaling, infrastructure automation and managed services.

• BasicSkill Level
• 4.7+
• 15

This course is all about application performance management tools, including Error Reporting, Cloud Trace, and Cloud Profiler.

• BasicSkill Level
• 4.6+
• 15

In this course, you learn to analyze and choose the right database for your needs, to effectively develop applications on Google Cloud.

• BasicSkill Level
• 4.8+
• 13

This course introduces the Cloud Run serverless platform for running applications.

• BasicSkill Level
• 4.9+
• 10

This course, Logging and Monitoring in Google Cloud, covers the operations-focused components including Logging, Monitoring, and Service Monitoring.

• AdvancedSkill Level
• 5.0+
• 8

Learn to use AI as a senior engineering partner for code analysis, performance optimization, security, and software architecture decisions.

• IntermediateSkill Level

Learn to build agentic systems using LangGraph.