Data, AI, and Cloud Courses

• IntermediateSkill Level
• 4.3+
• 284

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

• IntermediateSkill Level
• 4.5+
• 283

Learn survey design using common design structures followed by visualizing and analyzing survey results.

• BasicSkill Level
• 4.5+
• 281

Learn the fundamentals of using DataLab, an AI-powered data notebook for data analysis and exploration.

• IntermediateSkill Level
• 4.6+
• 278

Learn fundamental probability concepts like random variables, mean and variance, probability distributions, and conditional probabilities.

• IntermediateSkill Level
• 4.5+
• 273

Learn how to store, secure, scale, and process data in Azure using Blob Storage, Cosmos DB, queues, and event-driven services.

• BasicSkill Level
• 4.7+
• 268

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
• 4.7+
• 266

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

• IntermediateSkill Level
• 4.4+
• 265

Learn to read, explore, and manipulate spatial data then use your skills to create informative maps using R.

• BasicSkill Level
• 4.6+
• 259

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

• IntermediateSkill Level
• 4.8+
• 257

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

• IntermediateSkill Level
• 4.3+
• 251

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

• IntermediateSkill Level
• 4.6+
• 250

Learn how to design and implement triggers in SQL Server using real-world examples.

• IntermediateSkill Level
• 4.7+
• 249

Learn to work with time-to-event data. The event may be death or finding a job after unemployment. Learn to estimate, visualize, and interpret survival models!

• IntermediateSkill Level
• 4.5+
• 248

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

• IntermediateSkill Level
• 4.7+
• 247

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

• AdvancedSkill Level
• 4.6+
• 246

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

• AdvancedSkill Level
• 4.6+
• 235

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

• BasicSkill Level
• 4.6+
• 228

Automate data manipulation with KNIME, mastering merging, aggregation, database workflows, and advanced file handling.

• IntermediateSkill Level
• 4.7+
• 226

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

• IntermediateSkill Level
• 4.6+
• 226

Learn efficient techniques in pandas to optimize your Python code.

• AdvancedSkill Level
• 4.6+
• 225

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

• IntermediateSkill Level
• 4.6+
• 222

Learn to design scalable event-driven architectures in Azure using messaging services and real-world integrations.

• IntermediateSkill Level
• 4.6+
• 219

Learn how to monitor, diagnose, and optimize Azure applications using Azure Monitor, Application Insights, and Log Analytics.

• AdvancedSkill Level
• 4.7+
• 215

Use survival analysis to work with time-to-event data and predict survival time.

• AdvancedSkill Level
• 4.6+
• 215

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

• IntermediateSkill Level
• 4.4+
• 208

Azure Security

• IntermediateSkill Level
• 4.5+
• 192

Integrate AI/LLM applications with APIs, databases, and filesystems easier than ever before with the Model Context Protocol (MCP).

• BasicSkill Level
• 4.4+
• 192

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

• BasicSkill Level
• 3.9+
• 189

Learn how to use conditional formatting with your data through built-in options and by creating custom formulas.

• IntermediateSkill Level
• 4.4+
• 187

Master RAG with Weaviate! Embed text and images for retrieval, and experiment with vector, BM25, and hybrid search.