Data, AI, and Cloud Courses

• AdvancedSkill Level
• 4.4+
• 537

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

• AdvancedSkill Level
• 4.6+
• 530

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+
• 486

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

• AdvancedSkill Level
• 4.5+
• 459

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

• AdvancedSkill Level
• 4.5+
• 451

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

• AdvancedSkill Level
• 4.7+
• 435

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
• 4.5+
• 420

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

• AdvancedSkill Level
• 4.4+
• 418

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

• AdvancedSkill Level
• 4.7+
• 407

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

• AdvancedSkill Level
• 4.4+
• 377

Learn to build pipelines that stand the test of time.

• AdvancedSkill Level
• 4.6+
• 363

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

• AdvancedSkill Level
• 4.4+
• 351

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

• AdvancedSkill Level
• 4.5+
• 340

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

• AdvancedSkill Level
• 4.6+
• 336

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+
• 325

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

• AdvancedSkill Level
• 4.6+
• 324

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

• AdvancedSkill Level
• 4.5+
• 287

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

• AdvancedSkill Level
• 4.7+
• 284

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

• AdvancedSkill Level
• 4.4+
• 272

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

• AdvancedSkill Level
• 4.6+
• 265

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

• AdvancedSkill Level
• 4.7+
• 251

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

• AdvancedSkill Level
• 4.2+
• 244

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

• AdvancedSkill Level
• 4.6+
• 224

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

• AdvancedSkill Level
• 4.6+
• 215

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

• AdvancedSkill Level
• 4.5+
• 215

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

• AdvancedSkill Level
• 4.7+
• 214

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

• AdvancedSkill Level
• 4.5+
• 200

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

• AdvancedSkill Level
• 4.4+
• 196

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

• AdvancedSkill Level
• 4.5+
• 189

Learn to use the Bioconductor package limma for differential gene expression analysis.

• AdvancedSkill Level
• 4.6+
• 185

Specify and fit GARCH models to forecast time-varying volatility and value-at-risk.