Data, AI, and Cloud Courses

• AdvancedSkill Level
• 4.4+
• 1.1K

This course focuses on feature engineering and machine learning for time series data.

• BasicSkill Level
• 4.7+
• 1.1K

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

• IntermediateSkill Level
• 4.5+
• 1.1K

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

• BasicSkill Level
• 4.6+
• 1.1K

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

• AdvancedSkill Level
• 4.6+
• 1.1K

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

• BasicSkill Level
• 4.4+
• 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

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

• IntermediateSkill Level
• 4.5+
• 1K

Learn the practical uses of A/B testing in Python to run and analyze experiments. Master p-values, sanity checks, and analysis to guide business decisions.

• AdvancedSkill Level
• 4.5+
• 1K

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

• IntermediateSkill Level
• 4.6+
• 1K

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

• BasicSkill Level
• 4.7+
• 998

Learn to connect Tableau to different data sources and prepare the data for a smooth analysis.

• IntermediateSkill Level
• 4.4+
• 990

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

• AdvancedSkill Level
• 4.6+
• 977

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

• IntermediateSkill Level
• 4.6+
• 972

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

• IntermediateSkill Level
• 4.6+
• 972

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

• BasicSkill Level
• 4.4+
• 935

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

• BasicSkill Level
• 4.6+
• 934

Master Azure Management and Governance with our comprehensive course, ideal for data professionals seeking cloud expertise.

• BasicSkill Level
• 4.6+
• 934

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

• AdvancedSkill Level
• 4.7+
• 919

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

• BasicSkill Level
• 4.4+
• 916

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

• IntermediateSkill Level
• 4.4+
• 916

Master sampling to get more accurate statistics with less data.

• BasicSkill Level
• 4.6+
• 914

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

• IntermediateSkill Level
• 4.7+
• 907

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

• AdvancedSkill Level
• 4.6+
• 903

Learn how to use FastAPI to develop APIs that support AI models, built to meet real-world demands.

• IntermediateSkill Level
• 4.7+
• 901

Learn Snowflake data types and functions to manipulate text, numbers, and dates while building custom functions and pivot tables.

• IntermediateSkill Level
• 4.6+
• 895

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

• IntermediateSkill Level
• 4.7+
• 874

Discover Snowflake window functions to solve complex data problems with rankings, partitions, and rolling calculations.

• BasicSkill Level
• 4.5+
• 870

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

• BasicSkill Level
• 4.5+
• 869

Sharpen your skills in Oracle SQL including SQL basics, aggregating, combining, and customizing data.

• BasicSkill Level
• 4.5+
• 848

Leverage the power of tidyverse tools to create publication-quality graphics and custom-styled reports that communicate your results.