Data, AI, and Cloud Courses

• AdvancedSkill Level
• 4.7+
• 659

Learn how to build advanced and effective machine learning models in Python using ensemble techniques such as bagging, boosting, and stacking.

• AdvancedSkill Level
• 4.6+
• 617

Learn how to approach and win competitions on Kaggle.

• AdvancedSkill Level
• 4.4+
• 616

Prepare for your next coding interviews in Python.

• AdvancedSkill Level
• 4.7+
• 573

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

• AdvancedSkill Level
• 4.4+
• 530

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

• AdvancedSkill Level
• 4.6+
• 520

Learn about risk management, value at risk and more applied to the 2008 financial crisis using Python.

• AdvancedSkill Level
• 4.7+
• 506

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

• AdvancedSkill Level
• 4.4+
• 489

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

• AdvancedSkill Level
• 4.4+
• 483

In this course youll learn how to perform inference using linear models.

• AdvancedSkill Level
• 4.6+
• 456

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

• AdvancedSkill Level
• 4.6+
• 454

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
• 4.5+
• 431

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

• AdvancedSkill Level
• 4.4+
• 423

Learn to build pipelines that stand the test of time.

• AdvancedSkill Level
• 4.5+
• 421

Learn to conduct image analysis using Keras with Python by constructing, training, and evaluating convolutional neural networks.

• AdvancedSkill Level
• 4.6+
• 408

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

• AdvancedSkill Level
• 4.5+
• 377

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

• AdvancedSkill Level
• 4.6+
• 370

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

• AdvancedSkill Level
• 4.6+
• 344

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

• AdvancedSkill Level
• 4.5+
• 337

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

• AdvancedSkill Level
• 4.5+
• 322

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

• AdvancedSkill Level
• 4.3+
• 304

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

• AdvancedSkill Level
• 4.8+
• 289

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

• AdvancedSkill Level
• 4.6+
• 280

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

• AdvancedSkill Level
• 4.6+
• 276

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

• AdvancedSkill Level
• 4.5+
• 276

In this course youll learn how to leverage statistical techniques for working with categorical data.

• 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.

• AdvancedSkill Level
• 4.6+
• 250

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

• AdvancedSkill Level
• 4.4+
• 234

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