Data, AI, and Cloud Courses

• IntermediateSkill Level
• 4.5+
• 1.1K

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

• 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.

• IntermediateSkill Level
• 4.7+
• 1.1K

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

• AdvancedSkill Level
• 4.5+
• 1.1K

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

• 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.

• BasicSkill Level
• 4.7+
• 1.1K

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

• IntermediateSkill Level
• 4.5+
• 1.1K

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.

• IntermediateSkill Level
• 4.3+
• 994

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

• AdvancedSkill Level
• 4.5+
• 988

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

• BasicSkill Level
• 4.5+
• 983

Master strategic data management for business excellence.

• BasicSkill Level
• 4.7+
• 970

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

• BasicSkill Level
• 4.7+
• 967

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

• IntermediateSkill Level
• 4.6+
• 966

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

• AdvancedSkill Level
• 4.6+
• 963

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

• IntermediateSkill Level
• 4.6+
• 934

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

• BasicSkill Level
• 4.6+
• 927

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

• IntermediateSkill Level
• 4.6+
• 926

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

• AdvancedSkill Level
• 4.7+
• 924

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

• BasicSkill Level
• 4.4+
• 918

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

• IntermediateSkill Level
• 4.4+
• 906

Master sampling to get more accurate statistics with less data.

• BasicSkill Level
• 4.6+
• 904

Learn how to use GPT tools responsibly and confidently. Discover how these tools work and techniques for writing prompts and evaluating outputs.

• BasicSkill Level
• 4.6+
• 901

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

• BasicSkill Level
• 4.4+
• 901

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

• AdvancedSkill Level
• 4.6+
• 898

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

• IntermediateSkill Level
• 4.6+
• 897

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

• IntermediateSkill Level
• 4.7+
• 893

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

• BasicSkill Level
• 4.7+
• 871

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

• IntermediateSkill Level
• 4.7+
• 863

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

• BasicSkill Level
• 4.5+
• 860

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

• BasicSkill Level
• 4.5+
• 858

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