Data, AI, and Cloud Courses

• IntermediateSkill Level
• 4.5+
• 1.2K

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

• IntermediateSkill Level
• 4.6+
• 1.1K

Understand the concept of reducing dimensionality in your data, and master the techniques to do so in Python.

• AdvancedSkill Level
• 4.5+
• 1.1K

Discover the exciting world of Deep Learning for Text with PyTorch and unlock new possibilities in natural language processing and text generation.

• IntermediateSkill Level
• 4.6+
• 1.1K

Build the foundation you need to think statistically and to speak the language of your data.

• BasicSkill Level
• 4.6+
• 1.1K

Learn how to create pivot tables and quickly organize thousands of data points with just a few clicks.

• AdvancedSkill Level
• 4.7+
• 1.1K

Build your OOP skills with descriptors, multilevel inheritance, and abstract base classes!

• IntermediateSkill Level
• 4.7+
• 1.1K

Dive into the world of machine learning and discover how to design, train, and deploy end-to-end models.

• IntermediateSkill Level
• 4.6+
• 1.1K

Learn to perform linear and logistic regression with multiple explanatory variables.

• BasicSkill Level
• 4.5+
• 1.1K

Learn how to leverage statistical techniques using spreadsheets to more effectively work with and extract insights from your data.

• AdvancedSkill Level
• 4.7+
• 1.1K

Learn how to make predictions from data with Apache Spark, using decision trees, logistic regression, linear regression, ensembles, and pipelines.

• AdvancedSkill Level
• 4.6+
• 1.1K

Learn how to build intelligent agents that reason, act, and solve real-world tasks using Python.

• AdvancedSkill Level
• 4.6+
• 1.1K

In this course, you’ll explore the modern MLOps framework, exploring the lifecycle and deployment of machine learning models.

• BasicSkill Level
• 4.7+
• 1.1K

Master data preparation, cleaning, and analysis in Alteryx Designer, whether you are a new or seasoned analyst.

• BasicSkill Level
• 4.6+
• 1.1K

Discover how Marketing Analysts use data to understand customers and drive business growth.

• BasicSkill Level
• 4.7+
• 1.1K

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

• BasicSkill Level
• 4.6+
• 1.1K

You will investigate a dataset from a fictitious company called Databel in Tableau, and need to figure out why customers are churning.

• BasicSkill Level
• 4.6+
• 1.1K

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

• AdvancedSkill Level
• 4.5+
• 1K

Elevate your Machine Learning Development with CI/CD using GitHub Actions and Data Version Control

• IntermediateSkill Level
• 4.5+
• 1K

Learn techniques for automated hyperparameter tuning in Python, including Grid, Random, and Informed Search.

• BasicSkill Level
• 4.6+
• 1K

Understand the role and real-world realities of Explainable Artificial Intelligence (XAI) with this beginner friendly course.

• IntermediateSkill Level
• 4.6+
• 1K

Learn the basics of model validation, validation techniques, and begin creating validated and high performing models.

• AdvancedSkill Level
• 4.5+
• 997

Learn how to clean data with Apache Spark in Python.

• BasicSkill Level
• 4.2+
• 988

Learn the fundamentals of data visualization using Google Sheets.

• BasicSkill Level
• 4.5+
• 985

Expand your Google Sheets vocabulary by diving deeper into data types, including numeric data, logical data, and missing data.

• IntermediateSkill Level
• 4.4+
• 977

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

• IntermediateSkill Level
• 4.4+
• 975

Learn to create your own Python packages to make your code easier to use and share with others.

• IntermediateSkill Level
• 4.7+
• 966

In this conceptual course (no coding required), you will learn about the four major NoSQL databases and popular engines.

• BasicSkill Level
• 4.7+
• 961

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

• IntermediateSkill Level
• 4.6+
• 949

Learn how to build your own SQL reports and dashboards, plus hone your data exploration, cleaning, and validation skills.

• BasicSkill Level
• 4.4+
• 947

Learn data management in Databricks with Delta Lake, including ACID transactions, schema enforcement, and security.