Data, AI, and Cloud Courses

• AdvancedSkill Level
• 4.7+
• 191

Use survival analysis to work with time-to-event data and predict survival time.

• AdvancedSkill Level
• 4.5+
• 188

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

• IntermediateSkill Level
• 4.5+
• 179

Step into the role of CFO and learn how to advise a board of directors on key metrics while building a financial forecast.

• AdvancedSkill Level
• 4.4+
• 178

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

• BasicSkill Level
• 4.5+
• 169

Transition from MATLAB by learning some fundamental Python concepts, and diving into the NumPy and Matplotlib packages.

• BasicSkill Level
• 4.6+
• 158

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

• IntermediateSkill Level
• 4.5+
• 157

Learn how to use Python parallel programming with Dask to upscale your workflows and efficiently handle big data.

• AdvancedSkill Level
• 4.3+
• 149

Discover the power of discrete-event simulation in optimizing your business processes. Learn to develop digital twins using Pythons SimPy package.

• IntermediateSkill Level
• 4.4+
• 118

Learn how to analyze survey data with Python and discover when it is appropriate to apply statistical tools that are descriptive and inferential in nature.

• AdvancedSkill Level
• 4.8+
• 109

Learn to process sensitive information with privacy-preserving techniques.

• IntermediateSkill Level
• 4.4+
• 95

In this course youll learn how to apply machine learning in the HR domain.

• AdvancedSkill Level
• 4.1+
• 93

Analyze time series graphs, use bipartite graphs, and gain the skills to tackle advanced problems in network analytics.

• IntermediateSkill Level
• 4.4+
• 63

Learn how to predict click-through rates on ads and implement basic machine learning models in Python so that you can see how to better optimize your ads.

• BasicSkill Level
• 4.6+
• 21.9K

Learn how to import and clean data, calculate statistics, and create visualizations with pandas.

• IntermediateSkill Level
• 4.6+
• 20K

Grow your machine learning skills with scikit-learn in Python. Use real-world datasets in this interactive course and learn how to make powerful predictions!

• IntermediateSkill Level
• 4.6+
• 8.1K

Learn to combine data from multiple tables by joining data together using pandas.

• BasicSkill Level
• 4.7+
• 6.2K

Learn how to create informative and attractive visualizations in Python using the Seaborn library.

• BasicSkill Level
• 4.5+
• 6K

Learn how to create, customize, and share data visualizations using Matplotlib.

• IntermediateSkill Level
• 4.6+
• 5K

Discover how to build AI-powered applications using LLMs, prompts, chains, and agents in LangChain.

• BasicSkill Level
• 4.6+
• 4.8K

Navigate and use the extensive repository of models and datasets available on the Hugging Face Hub.

• BasicSkill Level
• 4.5+
• 2.8K

Master your skills in NumPy by learning how to create, sort, filter, and update arrays using NYC’s tree census.

• IntermediateSkill Level
• 4.6+
• 2.5K

Learn cutting-edge methods for integrating external data with LLMs using Retrieval Augmented Generation (RAG) with LangChain.

• IntermediateSkill Level
• 4.5+
• 2.2K

Learn about the world of data engineering in this short course, covering tools and topics like ETL and cloud computing.

• IntermediateSkill Level
• 4.6+
• 1.6K

Get to grips with the foundational components of LangChain agents and build custom chat agents.

• AdvancedSkill Level
• 4.6+
• 1.6K

Build powerful multi-agent systems by applying emerging agentic design patterns in the LangGraph framework.

• IntermediateSkill Level
• 4.6+
• 1.5K

Learn to acquire data from common file formats and systems such as CSV files, spreadsheets, JSON, SQL databases, and APIs.

• IntermediateSkill Level
• 4.6+
• 1.5K

Discover how the Pinecone vector database is revolutionizing AI application development!

• IntermediateSkill Level
• 4.7+
• 1.3K

Learn the fundamentals of gradient boosting and build state-of-the-art machine learning models using XGBoost to solve classification and regression problems.

• IntermediateSkill Level
• 4.5+
• 1.2K

Reshape DataFrames from a wide to long format, stack and unstack rows and columns, and wrangle multi-index DataFrames.

• IntermediateSkill Level
• 4.6+
• 1.2K

Build a customer-support assistant step-by-step with Google’s Agent Development Kit (ADK).