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

665 CoursesSee matching Projects

Course

Hierarchical and Mixed Effects Models in R

  • AdvancedSkill Level
  • 4.4+
  • 367

In this course you will learn to fit hierarchical models with random effects.

Probability & Statistics

4 hours

Course

Multi-Modal Models with Hugging Face

  • IntermediateSkill Level
  • 4.5+
  • 366

Combine text, images, audio, and video with the latest AI models from Hugging Face, and generate new images and videos!

Artificial Intelligence

4 hours

Course

Decoding Decision Modeling

  • BasicSkill Level
  • 4.6+
  • 362

Elevate decision-making skills with Decision Models, analysis methods, risk management, and optimization techniques.

Data Literacy

1 hour

Course

Fully Automated MLOps

  • IntermediateSkill Level
  • 4.6+
  • 361

Learn about MLOps architecture, CI/CD/CM/CT techniques, and automation patterns to deploy ML systems that can deliver value over time.

Machine Learning

4 hours

Course

Designing Machine Learning Workflows in Python

  • AdvancedSkill Level
  • 4.4+
  • 360

Learn to build pipelines that stand the test of time.

Machine Learning

4 hours

Course

Visualizations in Sigma

  • BasicSkill Level
  • 4.8+
  • 359

Learn to build and customize Sigma charts to tell clear, compelling data stories—no coding required.

Data Visualization

2 hours

Course

Case Study: Analyzing Sales Data in Alteryx

  • BasicSkill Level
  • 4.7+
  • 359

Explore Alteryx Designer in a retail data case study to boost sales analysis and strategic decision-making.

Data Preparation

2 hours

Course

Improving Your Data Visualizations in Python

  • IntermediateSkill Level
  • 4.4+
  • 358

Learn to construct compelling and attractive visualizations that help communicate results efficiently and effectively.

Data Visualization

4 hours

Course

Analyzing Financial Statements in Python

  • IntermediateSkill Level
  • 4.1+
  • 357

Learn to analyze financial statements using Python. Compute ratios, assess financial health, handle missing values, and present your analysis.

Applied Finance

4 hours

Course

Introduction to Python in Power BI

  • IntermediateSkill Level
  • 4.5+
  • 356

Learn how to use Python scripts in Power BI for data prep, visualizations, and calculating correlation coefficients.

Data Manipulation

3 hours

Course

Azure Compute Solutions

  • IntermediateSkill Level
  • 4.6+
  • 355

Learn how containers work in Azure, including registries, ACI, AKS basics, scaling, monitoring, and troubleshooting.

Cloud

3 hours

Course

Supply Chain Analytics in Python

  • IntermediateSkill Level
  • 4.6+
  • 354

Leverage the power of Python and PuLP to optimize supply chains.

Exploratory Data Analysis

4 hours

Course

AI-Assisted Product Launch

  • BasicSkill Level
  • 4.4+
  • 352

Analyze market dynamics and craft a strategic entry plan for an EV manufacturer using generative AI.

Artificial Intelligence

1 hour

Course

Visualizing Geospatial Data in Python

  • IntermediateSkill Level
  • 4.6+
  • 347

Learn how to make attractive visualizations of geospatial data in Python using the geopandas package and folium maps.

Data Visualization

4 hours

Course

Machine Learning with Tree-Based Models in R

  • BasicSkill Level
  • 4.6+
  • 347

Learn how to use tree-based models and ensembles to make classification and regression predictions with tidymodels.

Machine Learning

4 hours

Course

GARCH Models in Python

  • IntermediateSkill Level
  • 4.7+
  • 341

Learn about GARCH Models, how to implement them and calibrate them on financial data from stocks to foreign exchange.

Applied Finance

4 hours

Course

Case Study: Mortgage Trading Analysis in Power BI

  • IntermediateSkill Level
  • 4.7+
  • 340

In this Power BI case study you’ll play the role of a junior trader, analyzing mortgage trading and enhancing your data modeling and financial analysis skills.

Applied Finance

3 hours

Course

AI-Assisted Restaurant Planning

  • BasicSkill Level
  • 4.6+
  • 339

Interact with a customized GPT and use your prompting skills to plan and open your restaurant.

Artificial Intelligence

1 hour

Course

Monitoring Machine Learning in Python

  • AdvancedSkill Level
  • 4.6+
  • 336

This course covers everything you need to know to build a basic machine learning monitoring system in Python

Machine Learning

3 hours

Course

Case Study: Ecommerce Analysis in Power BI

  • IntermediateSkill Level
  • 4.8+
  • 335

In ecommerce, increasing sales and reducing costs are key. Analyze data from an online pet supply company using Power BI.

Data Visualization

4 hours

Course

Baseball Data Visualization in Power BI

  • BasicSkill Level
  • 4.7+
  • 334

Discover how to analyze and visualize baseball data using Power BI. Create scatter plots, tornado charts, and gauges to bring baseball insights alive.

Data Visualization

1 hour

Course

Introduction to Amazon Bedrock

  • IntermediateSkill Level
  • 4.5+
  • 333

Learn to use Amazon Bedrock to access foundation AI models and build with AI - without managing complex infrastructure.

Artificial Intelligence

3 hours

Course

Experimental Design in R

  • IntermediateSkill Level
  • 4.3+
  • 333

In this course youll learn about basic experimental design, a crucial part of any data analysis.

Probability & Statistics

4 hours

Course

Practicing Machine Learning Interview Questions in Python

  • AdvancedSkill Level
  • 4.5+
  • 330

Sharpen your knowledge and prepare for your next interview by practicing Python machine learning interview questions.

Machine Learning

4 hours

Course

Querying a PostgreSQL Database in Java

  • AdvancedSkill Level
  • 4.6+
  • 329

Connect Java to PostgreSQL with JDBC. Write secure queries, manage transactions, and handle large datasets efficiently.

Software Development

3 hours

Course

Transactions and Error Handling in SQL Server

  • IntermediateSkill Level
  • 4.7+
  • 326

Learn to write scripts that will catch and handle errors and control for multiple operations happening at once.

Software Development

4 hours

Course

Financial Modeling in Google Sheets

  • IntermediateSkill Level
  • 4.3+
  • 326

Learn basic business modeling including cash flows, investments, annuities, loan amortization, and more using Google Sheets.

Applied Finance

4 hours

Course

Introduction to AI Apps in Sigma

  • BasicSkill Level
  • 4.7+
  • 324

Build interactive AI apps in Sigma using user input, actions, and polished interfaces, no coding required.

Reporting

2 hours

Course

Transactions and Error Handling in PostgreSQL

  • IntermediateSkill Level
  • 4.7+
  • 320

Ensure data consistency by learning how to use transactions and handle errors in concurrent environments.

Software Development

4 hours

Course

Dealing With Missing Data in R

  • BasicSkill Level
  • 4.4+
  • 319

Make it easy to visualize, explore, and impute missing data with naniar, a tidyverse friendly approach to missing data.

Data Preparation

4 hours

FAQs