Data, AI, and Cloud Courses

• AdvancedSkill Level
• 4.4+
• 512

Learn how to make GenAI models truly reflect human values while gaining hands-on experience with advanced LLMs.

• AdvancedSkill Level
• 4.3+
• 485

Learn how to manipulate data and create machine learning feature sets in Spark using SQL in Python.

• AdvancedSkill Level
• 4.6+
• 451

Create more accurate and reliable RAG systems with Graph RAG and hybrid RAG.

• AdvancedSkill Level
• 4.6+
• 449

Manage the complexity in your code using object-oriented programming with the S3 and R6 systems.

• AdvancedSkill Level
• 4.3+
• 444

Master Databricks with Python: learn to authenticate, manage clusters, automate jobs, and query AI models programmatically.

• AdvancedSkill Level
• 4.6+
• 417

Learn how to calculate meaningful measures of risk and performance, and how to compile an optimal portfolio for the desired risk and return trade-off.

• AdvancedSkill Level
• 4.7+
• 415

Learn how to approach and win competitions on Kaggle.

• AdvancedSkill Level
• 4.6+
• 415

Extend your regression toolbox with the logistic and Poisson models and learn to train, understand, and validate them, as well as to make predictions.

• AdvancedSkill Level
• 4.6+
• 413

Learn the gritty details that data scientists are spending 70-80% of their time on; data wrangling and feature engineering.

• AdvancedSkill Level
• 4.5+
• 383

Learn how to work with streaming data using serverless technologies on AWS.

• AdvancedSkill Level
• 4.4+
• 377

Learn how to design, automate, and monitor scalable forecasting pipelines in Python.

• AdvancedSkill Level
• 4.4+
• 377

Learn to build pipelines that stand the test of time.

• AdvancedSkill Level
• 4.4+
• 364

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

• AdvancedSkill Level
• 4.6+
• 333

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

• AdvancedSkill Level
• 4.4+
• 328

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

• AdvancedSkill Level
• 4.2+
• 321

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

• AdvancedSkill Level
• 4.5+
• 314

Build real-world applications with Python—practice using OOP and software engineering principles to write clean and maintainable code.

• AdvancedSkill Level
• 4.6+
• 311

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

• AdvancedSkill Level
• 4.4+
• 304

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

• AdvancedSkill Level
• 4.7+
• 298

Learn how to write recursive queries and query hierarchical data structures.

• AdvancedSkill Level
• 4.8+
• 294

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

• AdvancedSkill Level
• 4.6+
• 256

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

• 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.

• AdvancedSkill Level
• 4.6+
• 225

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

• AdvancedSkill Level
• 4.4+
• 216

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

• 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.

• AdvancedSkill Level
• 4.7+
• 213

Learn how to use RNNs to classify text sentiment, generate sentences, and translate text between languages.

• AdvancedSkill Level
• 4.8+
• 193

Learn how to write effective tests in Java using JUnit and Mockito to build robust, reliable applications with confidence.