Data, AI, and Cloud Courses

• IntermediateSkill Level
• 4.5+
• 1.6K

In this course you will learn the details of linear classifiers like logistic regression and SVM.

• BasicSkill Level
• 4.6+
• 1.6K

Learn SQL with AI by writing prompts, generating queries, and analyzing data to solve real-world problems.

• AdvancedSkill Level
• 4.5+
• 1.6K

Start your reinforcement learning journey! Learn how agents can learn to solve environments through interactions.

• IntermediateSkill Level
• 4.7+
• 1.5K

Learn key object-oriented programming concepts, from basic classes and objects to advanced topics like inheritance and polymorphism.

• BasicSkill Level
• 4.4+
• 1.5K

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

• IntermediateSkill Level
• 4.6+
• 1.5K

Build production-ready code with Cursor. Learn AI prompts, refactoring, testing, and advanced workflows.

• IntermediateSkill Level
• 4.6+
• 1.5K

Learn how to manipulate and visualize categorical data using pandas and seaborn.

• IntermediateSkill Level
• 4.6+
• 1.5K

Learn to acquire data from common file formats and systems such as CSV files, spreadsheets, JSON, SQL databases, and APIs.

• IntermediateSkill Level
• 4.6+
• 1.5K

Discover how the Pinecone vector database is revolutionizing AI application development!

• IntermediateSkill Level
• 4.6+
• 1.5K

Learn how to perform financial analysis in Power BI or apply any existing financial skills using Power BI data visualizations.

• IntermediateSkill Level
• 4.7+
• 1.5K

Master Power Pivot in Excel to help import data, create relationships, and utilize DAX. Build dynamic dashboards to uncover actionable insights.

• IntermediateSkill Level
• 4.7+
• 1.5K

Find tables, store and manage new tables and views, and write maintainable SQL code to answer business questions.

• BasicSkill Level
• 4.4+
• 1.5K

To understand Fabric’s main use cases, you will explore various tools in the seven Fabric experiences.

• BasicSkill Level
• 4.6+
• 1.5K

Master AWS security, governance, and cost optimization to prepare for the Cloud Practitioner certification.

• IntermediateSkill Level
• 4.5+
• 1.4K

In this course, you will be introduced to unsupervised learning through techniques such as hierarchical and k-means clustering using the SciPy library.

• AdvancedSkill Level
• 4.4+
• 1.4K

Master Python testing: Learn methods, create checks, and ensure error-free code with pytest and unittest.

• BasicSkill Level
• 4.7+
• 1.4K

Master data manipulation and analysis techniques such as CASE statements, subqueries, and CTEs in Snowflake.

• BasicSkill Level
• 4.5+
• 1.4K

Learn about the power of Databricks Lakehouse and help you scale up your data engineering and machine learning skills.

• IntermediateSkill Level
• 4.6+
• 1.4K

Learn to build AI applications using Snowflake Cortexs built-in LLM functions for text analysis, generation, and multi-step workflows.

• AdvancedSkill Level
• 4.5+
• 1.3K

Apply PyTorch to images and use deep learning models for object detection with bounding boxes and image segmentation generation.

• IntermediateSkill Level
• 4.5+
• 1.3K

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

• IntermediateSkill Level
• 4.4+
• 1.3K

Learn the theory behind responsibly managing your data for any AI project, from start to finish and beyond.

• IntermediateSkill Level
• 4.7+
• 1.3K

Learn the fundamentals of gradient boosting and build state-of-the-art machine learning models using XGBoost to solve classification and regression problems.

• BasicSkill Level
• 4.3+
• 1.3K

Take your R skills up a notch by learning to write efficient, reusable functions.

• BasicSkill Level
• 4.7+
• 1.3K

Learn about data science for managers and businesses and how to use data to strengthen your organization.

• BasicSkill Level
• 4.5+
• 1.3K

Master strategic data management for business excellence.

• IntermediateSkill Level
• 4.5+
• 1.3K

Implement experimental design setups and perform robust statistical analyses to make precise and valid conclusions!

• BasicSkill Level
• 4.5+
• 1.3K

In this Introduction to DevOps, you’ll master the DevOps basics and learn the key concepts, tools, and techniques to improve productivity.

• IntermediateSkill Level
• 4.5+
• 1.3K

Master multi-stage builds, Docker networking tools, and Docker Compose for optimal containerized applications!

• IntermediateSkill Level
• 4.5+
• 1.3K

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