Data, AI, and Cloud Courses

• BasicSkill Level
• 4.6+
• 1.3K

Discover how to make better business decisions by applying practical data frameworks—no coding required.

• 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
• 4.6+
• 1.3K

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

• BasicSkill Level
• 4.6+
• 1.3K

Apply AI in finance to analyze data, prompt effectively, and automate workflows for better decisions.

• BasicSkill Level
• 4.6+
• 1.3K

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

• IntermediateSkill Level
• 4.6+
• 1.3K

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

• BasicSkill Level
• 4.6+
• 1.3K

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

• IntermediateSkill Level
• 4.6+
• 1.2K

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

• 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.

• IntermediateSkill Level
• 4.4+
• 1.2K

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

• IntermediateSkill Level
• 4.5+
• 1.2K

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

• BasicSkill Level
• 4.3+
• 1.2K

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

• AdvancedSkill Level
• 4.5+
• 1.2K

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

• IntermediateSkill Level
• 4.5+
• 1.2K

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

• IntermediateSkill Level
• 4.5+
• 1.2K

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

• IntermediateSkill Level
• 4.6+
• 1.2K

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

• IntermediateSkill Level
• 4.7+
• 1.2K

In this course you will learn the basics of machine learning for classification.

• BasicSkill Level
• 4.6+
• 1.2K

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

• IntermediateSkill Level
• 4.3+
• 1.2K

Transform almost any dataset into a tidy format to make analysis easier.

• AdvancedSkill Level
• 4.5+
• 1.2K

What makes LLMs tick? Discover how transformers revolutionized text modeling and kickstarted the generative AI boom.

• IntermediateSkill Level
• 4.6+
• 1.2K

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

• BasicSkill Level
• 4.5+
• 1.2K

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
• 4.7+
• 1.2K

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

• BasicSkill Level
• 4.6+
• 1.2K

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

• BasicSkill Level
• 4.6+
• 1.1K

Create interactive data visualizations in Python using Plotly.

• IntermediateSkill Level
• 4.6+
• 1.1K

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

• IntermediateSkill Level
• 4.7+
• 1.1K

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

• IntermediateSkill Level
• 4.5+
• 1.1K

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

• BasicSkill Level
• 4.3+
• 1.1K

Learn to use the KNIME Analytics Platform for data access, cleaning, and analysis with a no-code/low-code approach.

• IntermediateSkill Level
• 4.7+
• 1.1K

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