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

651 CoursesSee matching Projects

Course

Intermediate SQL with AI

  • BasicSkill Level
  • 4.7+
  • 664

Build SQL skills by writing AI prompts that generate queries for sorting, grouping, filtering, and categorizing data.

Data Manipulation

3 hours

Course

User-Oriented Design in Power BI

  • IntermediateSkill Level
  • 4.5+
  • 663

Learn how to design Power BI visualizations and reports with users in mind.

Data Visualization

2 hours

Course

Case Study: Building E-Commerce Data Models with dbt

  • AdvancedSkill Level
  • 4.6+
  • 651

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

Data Engineering

4 hours

Course

Introduction to Databases in Python

  • IntermediateSkill Level
  • 4.7+
  • 648

In this course, youll learn the basics of relational databases and how to interact with them.

Data Manipulation

4 hours

Course

Introduction to Portfolio Risk Management in Python

  • IntermediateSkill Level
  • 4.6+
  • 636

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

Math for Finance Professionals

  • BasicSkill Level
  • 4.8+
  • 635

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

Applied Finance

3 hours

Course

Designing Forecasting Pipelines for Production

  • AdvancedSkill Level
  • 4.6+
  • 627

Learn how to design, automate, and monitor scalable forecasting pipelines in Python.

Machine Learning

4 hours

Course

Understanding GDPR

  • BasicSkill Level
  • 4.5+
  • 626

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

Data Literacy

1 hour

Course

Introduction to Polars

  • BasicSkill Level
  • 4.7+
  • 622

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

Data Manipulation

3 hours

Course

Data Processing in Shell

  • IntermediateSkill Level
  • 4.6+
  • 621

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+
  • 621

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

Machine Learning

4 hours

Course

Introduction to Bioconductor in R

  • IntermediateSkill Level
  • 4.3+
  • 617

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

Probability & Statistics

4 hours

Course

Machine Learning for Finance in Python

  • IntermediateSkill Level
  • 4.6+
  • 615

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

Machine Learning

4 hours

Course

Data Transformation in Alteryx

  • BasicSkill Level
  • 4.6+
  • 612

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

Data Manipulation

2 hours

Course

Intermediate Data Visualization with Seaborn

  • IntermediateSkill Level
  • 4.6+
  • 610

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

Data Visualization

4 hours

Course

Improving Query Performance in PostgreSQL

  • IntermediateSkill Level
  • 4.6+
  • 610

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

Software Development

4 hours

Course

Supervised Learning in R: Regression

  • IntermediateSkill Level
  • 4.5+
  • 606

In this course you will learn how to predict future events using linear regression, generalized additive models, random forests, and xgboost.

Machine Learning

4 hours

Course

Understanding Digital Transformation

  • BasicSkill Level
  • 4.7+
  • 602

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

AI Agents with Hugging Face smolagents

  • AdvancedSkill Level
  • 4.7+
  • 598

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

Artificial Intelligence

3 hours

Course

Manipulating Time Series Data in R

  • IntermediateSkill Level
  • 4.5+
  • 594

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

Data Manipulation

4 hours

Course

Deep Reinforcement Learning in Python

  • AdvancedSkill Level
  • 4.6+
  • 593

Learn and use powerful Deep Reinforcement Learning algorithms, including refinement and optimization techniques.

Artificial Intelligence

4 hours

Course

Introduction to Linear Modeling in Python

  • IntermediateSkill Level
  • 4.6+
  • 587

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

Introduction to Financial Concepts in Python

  • BasicSkill Level
  • 4.6+
  • 585

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

Applied Finance

4 hours

Course

Forecasting in R

  • BasicSkill Level
  • 4.4+
  • 577

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

Software Development with Windsurf

  • IntermediateSkill Level
  • 4.7+
  • 575

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

Artificial Intelligence

2 hours

Course

Natural Language Processing with spaCy

  • IntermediateSkill Level
  • 4.5+
  • 575

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

Building a Go-To-Market Strategy

  • BasicSkill Level
  • 4.3+
  • 563

Create a go-to-market strategy with generative AI: target industries, generate leads, and optimize website keywords.

Artificial Intelligence

1 hour

Course

Building Web Applications with Shiny in R

  • IntermediateSkill Level
  • 4.4+
  • 556

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

Bayesian Data Analysis in Python

  • IntermediateSkill Level
  • 4.6+
  • 554

Learn all about the advantages of Bayesian data analysis, and apply it to a variety of real-world use cases!

Probability & Statistics

4 hours

Course

Working with Geospatial Data in Python

  • IntermediateSkill Level
  • 4.7+
  • 553

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

Data Manipulation

4 hours

FAQs