Data, AI, and Cloud Courses

• BasicSkill Level
• 4.8+
• 311

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

• IntermediateSkill Level
• 4.7+
• 310

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

• IntermediateSkill Level
• 4.6+
• 305

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

• IntermediateSkill Level
• 4.7+
• 302

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+
• 302

Learn how to segment customers in Python.

• IntermediateSkill Level
• 4.5+
• 301

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

• AdvancedSkill Level
• 4.3+
• 301

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

• IntermediateSkill Level
• 4.5+
• 298

Streamline your AI projects by building modular models and mastering advanced optimization with PyTorch Lightning!

• IntermediateSkill Level
• 4.6+
• 296

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

• AdvancedSkill Level
• 4.8+
• 294

Learn tools and techniques to leverage your own big data to facilitate positive experiences for your users.

• BasicSkill Level
• 4.5+
• 293

Learn how to set up and manage your Microsoft Fabric infrastructure.

• BasicSkill Level
• 4.7+
• 292

Apply your finance and R skills to backtest, analyze, and optimize financial portfolios.

• IntermediateSkill Level
• 4.6+
• 290

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

• IntermediateSkill Level
• 4.3+
• 288

Learn how to efficiently collect and download data from any website using R.

• IntermediateSkill Level
• 4.5+
• 285

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

• AdvancedSkill Level
• 4.6+
• 283

In this course youll learn techniques for performing statistical inference on numerical data.

• BasicSkill Level
• 4.6+
• 282

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
• 4.4+
• 282

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

• BasicSkill Level
• 4.5+
• 281

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

• AdvancedSkill Level
• 4.6+
• 280

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

• IntermediateSkill Level
• 4.6+
• 279

Create a healthcare AI agent using Haystack, an open-source framework for orchestrating LLMs and external components.

• AdvancedSkill Level
• 4.2+
• 279

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

• BasicSkill Level
• 4.3+
• 278

Learn to create interactive dashboards with R using the powerful shinydashboard package. Create dynamic and engaging visualizations for your audience.

• AdvancedSkill Level
• 4.7+
• 275

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

• BasicSkill Level
• 4.1+
• 275

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.

• IntermediateSkill Level
• 4.7+
• 274

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

• IntermediateSkill Level
• 4.6+
• 273

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

• IntermediateSkill Level
• 4.7+
• 272

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

• IntermediateSkill Level
• 4.4+
• 272

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

• AdvancedSkill Level
• 4.7+
• 270

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