Data, AI, and Cloud Courses

• IntermediateSkill Level
• 4.7+
• 1.3K

Master GitHub Copilot to understand, write, and refine code with context, customization, and smart features.

• IntermediateSkill Level
• 4.6+
• 1.3K

Gain the essential skills using Scikit-learn, SHAP, and LIME to test and build transparent, trustworthy, and accountable AI systems.

• IntermediateSkill Level
• 4.4+
• 1.2K

Learn how and when to use hypothesis testing in R, including t-tests, proportion tests, and chi-square tests.

• IntermediateSkill Level
• 4.6+
• 1.2K

Create new features to improve the performance of your Machine Learning models.

• BasicSkill Level
• 4.6+
• 1.2K

Explore AI and data monetization strategies, build ethical infrastructures, and align products with business goals.

• IntermediateSkill Level
• 4.6+
• 1.2K

In this four-hour course, you’ll learn the basics of analyzing time series data in Python.

• BasicSkill Level
• 4.6+
• 1.2K

Learn how to create a PostgreSQL database and explore the structure, data types, and how to normalize databases.

• AdvancedSkill Level
• 4.4+
• 1.2K

Take your dbt skills to the next level with this hands-on course designed for data engineers and analytics professionals.

• AdvancedSkill Level
• 4.6+
• 1.2K

Learn how to use MLflow to simplify the complexities of building machine learning applications. Explore MLflow tracking, projects, models, and model registry.

• BasicSkill Level
• 4.6+
• 1.2K

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

• IntermediateSkill Level
• 4.7+
• 1.2K

Learn to write faster R code, discover benchmarking and profiling, and unlock the secrets of parallel programming.

• IntermediateSkill Level
• 4.5+
• 1.2K

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

• BasicSkill Level
• 4.6+
• 1.2K

Master the key concepts of data management, from life cycle stages to security and governance.

• IntermediateSkill Level
• 4.7+
• 1.2K

Build a customer-support assistant step-by-step with Google’s Agent Development Kit (ADK).

• IntermediateSkill Level
• 4.7+
• 1.2K

Explore the latest techniques for running the Llama LLM locally and integrating it within your stack.

• BasicSkill Level
• 4.5+
• 1.2K

Data storytelling is a high-demand skill that elevates analytics. Learn narrative building and visualizations in this course with a college major dataset!

• IntermediateSkill Level
• 4.6+
• 1.2K

Master Apache Kafka! From core concepts to advanced architecture, learn to create, manage, and troubleshoot Kafka for real-world data streaming challenges!

• IntermediateSkill Level
• 4.6+
• 1.2K

Unlock BigQuerys power: grasp its fundamentals, execute queries, and optimize workflows for efficient data analysis.

• IntermediateSkill Level
• 4.5+
• 1.2K

Learn fundamental natural language processing techniques using Python and how to apply them to extract insights from real-world text data.

• IntermediateSkill Level
• 4.6+
• 1.1K

In this course, you will use T-SQL, the flavor of SQL used in Microsofts SQL Server for data analysis.

• BasicSkill Level
• 4.5+
• 1.1K

Build up your pandas skills and answer marketing questions by merging, slicing, visualizing, and more!

• IntermediateSkill Level
• 4.5+
• 1.1K

Build and deploy scalable web apps and serverless functions in Azure while mastering security, monitoring, and automation.

• BasicSkill Level
• 4.7+
• 1.1K

Conquer NoSQL and supercharge data workflows. Learn Snowflake to work with big data, Postgres JSON for handling document data, and Redis for key-value data.

• BasicSkill Level
• 4.5+
• 1.1K

Data visualization is one of the most desired skills for data analysts. This course allows you to present your findings better using Tableau.

• BasicSkill Level
• 4.5+
• 1.1K

Master strategic data management for business excellence.

• IntermediateSkill Level
• 4.6+
• 1.1K

Bash scripting allows you to build analytics pipelines in the cloud and work with data stored across multiple files.

• IntermediateSkill Level
• 4.4+
• 1.1K

Learn to clean data as quickly and accurately as possible to help you move from raw data to awesome insights.

• BasicSkill Level
• 4.8+
• 1.1K

Get started with Sigma! Learn how to build and customize simple, interactive dashboards for real-time analytics.

• BasicSkill Level
• 4.7+
• 1.1K

Learn vibe coding with Replit. Build apps like a Typeform clone, and master securing and deploying Replit apps.

• BasicSkill Level
• 4.5+
• 1.1K

Learn the fundamentals of AI security to protect systems from threats, align security with business goals, and mitigate key risks.