Data, AI, and Cloud Courses

• IntermediateSkill Level
• 4.3+
• 265

Learn how to use Python to create, run, and analyze A/B tests to make proactive business decisions.

• IntermediateSkill Level
• 4.3+
• 264

Extract and visualize Twitter data, perform sentiment and network analysis, and map the geolocation of your tweets.

• AdvancedSkill Level
• 4.7+
• 263

Build AI agentic workflows that can plan, search, remember, and collaborate, using LlamaIndex.

• IntermediateSkill Level
• 4.6+
• 257

Learn how to use Python to analyze customer churn and build a model to predict it.

• AdvancedSkill Level
• 4.6+
• 254

Get hands-on experience making sound conclusions based on data in this four-hour course on statistical inference in Python.

• IntermediateSkill Level
• 4.6+
• 252

Learn how to develop deep learning models with Keras.

• IntermediateSkill Level
• 4.5+
• 252

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

• BasicSkill Level
• 4.5+
• 247

Get ready to categorize! In this course, you will work with non-numerical data, such as job titles or survey responses, using the Tidyverse landscape.

• BasicSkill Level
• 4.4+
• 247

Discover what all of the DeepSeek hype was really about! Build applications using DeepSeeks R1 and V3 models.

• AdvancedSkill Level
• 4.3+
• 242

Learn to analyze Airbnb data using SQL in Databricks, create dashboards, and derive actionable insights.

• IntermediateSkill Level
• 4.7+
• 228

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

• IntermediateSkill Level
• 4.7+
• 228

Begin your journey with Scala, a popular language for scalable applications and data engineering infrastructure.

• IntermediateSkill Level
• 4.7+
• 222

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.

• BasicSkill Level
• 4.6+
• 222

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

• IntermediateSkill Level
• 4.3+
• 218

Master marketing analytics using Tableau. Analyze performance, benchmark metrics, and optimize strategies across channels.

• AdvancedSkill Level
• 4.6+
• 206

Learn key techniques to optimize Java performance, from algorithm efficiency to JVM tuning and multithreading.

• BasicSkill Level
• 4.6+
• 201

Explore a range of programming paradigms, including imperative and declarative, procedural, functional, and object-oriented programming.

• AdvancedSkill Level
• 4.5+
• 201

Learn how to load, transform, and transcribe speech from raw audio files in Python.

• AdvancedSkill Level
• 4.7+
• 199

Develop a better intuition for advanced probability, risk assessment, and simulation techniques to make data-driven business decisions with confidence.

• BasicSkill Level
• 4.6+
• 196

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

• AdvancedSkill Level
• 4.4+
• 192

Diagnose, visualize and treat missing data with a range of imputation techniques with tips to improve your results.

• IntermediateSkill Level
• 4.8+
• 185

Build smart, interactive, and reliable AI applications easier than ever before with the OpenAI Responses API and GPT-5.

• IntermediateSkill Level
• 4.5+
• 183

Learn how to import, clean and manipulate IoT data in Python to make it ready for machine learning.

• IntermediateSkill Level
• 4.7+
• 179

This course is for R users who want to get up to speed with Python!

• BasicSkill Level
• 4.6+
• 175

Learn how bonds work and how to price them and assess some of their risks using the numpy and numpy-financial packages.

• AdvancedSkill Level
• 4.3+
• 168

Explore latent variables, such as personality, using exploratory and confirmatory factor analyses.

• AdvancedSkill Level
• 4.5+
• 164

Prepare for your next statistics interview by reviewing concepts like conditional probabilities, A/B testing, the bias-variance tradeoff, and more.

• BasicSkill Level
• 4.4+
• 161

Enhance your KNIME skills with our course on data transformation, column operations, and workflow optimization.

• IntermediateSkill Level
• 4.7+
• 157

Learn how to access financial data from local files as well as from internet sources.

• IntermediateSkill Level
• 4.2+
• 155

Dive into our Tableau case study on supply chain analytics. Tackle shipment, inventory management, and dashboard creation to drive business improvements.