Data, AI, and Cloud Courses

• BasicSkill Level
• 4.4+
• 346

Master data fluency! Learn skills for individuals and organizations, understand behaviors, and build a data-fluent culture.

• IntermediateSkill Level
• 4.7+
• 339

Explore association rules in market basket analysis with Python by bookstore data and creating movie recommendations.

• AdvancedSkill Level
• 4.5+
• 337

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

• IntermediateSkill Level
• 4.5+
• 334

Master Amazon Redshifts SQL, data management, optimization, and security.

• IntermediateSkill Level
• 4.6+
• 330

This Power BI case study follows a real-world business use case on tackling inventory analysis using DAX and visualizations.

• IntermediateSkill Level
• 4.7+
• 322

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

• IntermediateSkill Level
• 4.4+
• 318

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

• IntermediateSkill Level
• 4.7+
• 312

This Power BI case study follows a real-world business use case where you will apply the concepts of ETL and visualization.

• IntermediateSkill Level
• 4.6+
• 297

Build production-ready code with Cursor. Learn AI prompts, refactoring, testing, and advanced workflows.

• BasicSkill Level
• 4.7+
• 283

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

• IntermediateSkill Level
• 4.7+
• 278

Learn to solve increasingly complex problems using simulations to generate and analyze data.

• IntermediateSkill Level
• 4.5+
• 278

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

• AdvancedSkill Level
• 4.6+
• 276

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

• AdvancedSkill Level
• 4.7+
• 273

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

• AdvancedSkill Level
• 4.2+
• 271

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

• AdvancedSkill Level
• 4.6+
• 257

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

• BasicSkill Level
• 4.5+
• 257

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

• IntermediateSkill Level
• 4.6+
• 254

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.

• IntermediateSkill Level
• 4.7+
• 253

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

• BasicSkill Level
• 4.6+
• 249

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

• BasicSkill Level
• 4.6+
• 239

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

• AdvancedSkill Level
• 4.4+
• 234

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

• IntermediateSkill Level
• 4.6+
• 224

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

• BasicSkill Level
• 4.5+
• 222

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

• AdvancedSkill Level
• 4.3+
• 219

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

• IntermediateSkill Level
• 4.5+
• 218

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

• BasicSkill Level
• 4.6+
• 212

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

• BasicSkill Level
• 4.5+
• 196

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

• AdvancedSkill Level
• 4.4+
• 193

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

• IntermediateSkill Level
• 4.7+
• 189

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