Skip to main content

Data, AI, and Cloud Courses

Master skills that matter

Follow short videos led by expert instructors and then practice what you’ve learned with interactive exercises in your browser.

  • Learn at your own pace
  • Get hands-on experience
  • Complete bite-sized chapters

Create Your Free Account

or

By continuing, you accept our Terms of Use, our Privacy Policy and that your data is stored in the USA.

Browse Courses

652 CoursesSee matching Projects

Course

Data Visualization in Databricks

  • BasicSkill Level
  • 4.6+
  • 678

Create visualizations and dynamic dashboards with Databricks, turning raw data into clear and actionable insights.

Data Visualization

3 hours

Course

Practicing Coding Interview Questions in Python

  • AdvancedSkill Level
  • 4.6+
  • 672

Prepare for your next coding interviews in Python.

Software Development

4 hours

Course

Case Study: Building E-Commerce Data Models with dbt

  • AdvancedSkill Level
  • 4.6+
  • 668

Learn how to transform raw data into clean, reliable models with dbt through hands-on, real-world exercises.

Data Engineering

4 hours

Course

Machine Learning for Finance in Python

  • IntermediateSkill Level
  • 4.6+
  • 664

Learn to model and predict stock data values using linear models, decision trees, random forests, and neural networks.

Machine Learning

4 hours

Course

Introduction to Portfolio Risk Management in Python

  • IntermediateSkill Level
  • 4.6+
  • 650

Evaluate portfolio risk and returns, construct market-cap weighted equity portfolios and learn how to forecast and hedge market risk via scenario generation.

Applied Finance

4 hours

Course

Software Development with Windsurf

  • IntermediateSkill Level
  • 4.7+
  • 641

Boost your coding with Windsurf, the AI-powered IDE that helps you build, debug, and deploy faster.

Artificial Intelligence

2 hours

Course

Building Web Applications with Shiny in R

  • IntermediateSkill Level
  • 4.4+
  • 640

Shiny is an R package that makes it easy to build interactive web apps directly in R, allowing your team to explore your data as dashboards or visualizations.

Software Development

4 hours

Course

Data Transformation in Alteryx

  • BasicSkill Level
  • 4.7+
  • 637

Unlock Alteryx for data transformation, mastering Crosstab, Transpose, and workflow optimization in this interactive course.

Data Manipulation

2 hours

Course

Introduction to Bioconductor in R

  • IntermediateSkill Level
  • 4.3+
  • 635

Learn to use essential Bioconductor packages for bioinformatics using datasets from viruses, fungi, humans, and plants!

Probability & Statistics

4 hours

Course

Understanding Digital Transformation

  • BasicSkill Level
  • 4.6+
  • 634

Dive into the world of digital transformation and equip yourself to be an agent of change in a rapidly evolving digital landscape.

Data Literacy

1 hour

Course

Manipulating Time Series Data in R

  • IntermediateSkill Level
  • 4.6+
  • 633

Master time series data manipulation in R, including importing, summarizing and subsetting, with zoo, lubridate and xts.

Data Manipulation

4 hours

Course

Understanding GDPR

  • BasicSkill Level
  • 4.5+
  • 631

Gain a clear understanding of GDPR principles and how to set up GDPR-compliant processes in this comprehensive course.

Data Literacy

1 hour

Course

Data Strategy

  • BasicSkill Level
  • 4.5+
  • 631

Master strategic data management for business excellence.

Data Management

1 hour

Course

Introduction to Polars

  • BasicSkill Level
  • 4.6+
  • 628

Learn how to efficiently transform, clean, and analyze data using Polars, a Python library for fast data manipulation.

Data Manipulation

3 hours

Course

Working with Geospatial Data in Python

  • IntermediateSkill Level
  • 4.7+
  • 620

This course will show you how to integrate spatial data into your Python Data Science workflow.

Data Manipulation

4 hours

Course

Introduction to Financial Concepts in Python

  • BasicSkill Level
  • 4.6+
  • 619

Using Python and NumPy, learn the most fundamental financial concepts.

Applied Finance

4 hours

Course

Math for Finance Professionals

  • BasicSkill Level
  • 4.8+
  • 617

Learn essential finance math skills with practical Excel exercises and real-world examples.

Applied Finance

3 hours

Course

Intermediate Data Visualization with Seaborn

  • IntermediateSkill Level
  • 4.7+
  • 617

Use Seaborns sophisticated visualization tools to make beautiful, informative visualizations with ease.

Data Visualization

4 hours

Course

Data Processing in Shell

  • IntermediateSkill Level
  • 4.6+
  • 611

Learn powerful command-line skills to download, process, and transform data, including machine learning pipeline.

Data Manipulation

4 hours

Course

Introduction to TensorFlow in Python

  • IntermediateSkill Level
  • 4.4+
  • 608

Learn the fundamentals of neural networks and how to build deep learning models using TensorFlow.

Machine Learning

4 hours

Course

Case Study: Analyzing Healthcare Data in Power BI

  • IntermediateSkill Level
  • 4.6+
  • 607

Practice Power BI with our healthcare case study. Analyze data, uncover efficiency insights, and build a dashboard.

Data Visualization

4 hours

Course

Case Study: Analyzing Job Market Data in Power BI

  • BasicSkill Level
  • 4.5+
  • 607

Help a fictional company in this interactive Power BI case study. You’ll use Power Query, DAX, and dashboards to identify the most in-demand data jobs!

Data Manipulation

4 hours

Course

AI Agents with Hugging Face smolagents

  • AdvancedSkill Level
  • 4.7+
  • 600

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

Artificial Intelligence

3 hours

Course

Improving Query Performance in PostgreSQL

  • IntermediateSkill Level
  • 4.6+
  • 596

Learn how to structure your PostgreSQL queries to run in a fraction of the time.

Software Development

4 hours

Course

Foundations of PySpark

  • IntermediateSkill Level
  • 4.6+
  • 594

Learn to implement distributed data management and machine learning in Spark using the PySpark package.

Data Engineering

4 hours

Course

Intermediate Regression with statsmodels in Python

  • IntermediateSkill Level
  • 4.6+
  • 589

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

Probability & Statistics

4 hours

Course

Forecasting in R

  • BasicSkill Level
  • 4.3+
  • 584

Learn how to make predictions about the future using time series forecasting in R including ARIMA models and exponential smoothing methods.

Probability & Statistics

5 hours

Course

Natural Language Processing with spaCy

  • IntermediateSkill Level
  • 4.5+
  • 580

Master the core operations of spaCy and train models for natural language processing. Extract information from unstructured data and match patterns.

Machine Learning

4 hours

Course

Introduction to Linear Modeling in Python

  • IntermediateSkill Level
  • 4.6+
  • 579

Explore the concepts and applications of linear models with python and build models to describe, predict, and extract insight from data patterns.

Probability & Statistics

4 hours

Course

Modeling with Data in the Tidyverse

  • IntermediateSkill Level
  • 4.5+
  • 579

Discover different types in data modeling, including for prediction, and learn how to conduct linear regression and model assessment measures in the Tidyverse.

Probability & Statistics

4 hours

FAQs