Data, AI, and Cloud Courses

• IntermediateSkill Level
• 4.6+
• 2.8K

In this course, youll learn how to use tree-based models and ensembles for regression and classification using scikit-learn.

• IntermediateSkill Level
• 4.6+
• 2.7K

Predict housing prices and ad click-through rate by implementing, analyzing, and interpreting regression analysis with statsmodels in Python.

• IntermediateSkill Level
• 4.5+
• 2.7K

Learn to use best practices to write maintainable, reusable, complex functions with good documentation.

• IntermediateSkill Level
• 4.7+
• 2.4K

Master text analysis with essential NLP techniques from preprocessing to advanced transformer models.

• IntermediateSkill Level
• 4.5+
• 2.4K

Learn how and when to use common hypothesis tests like t-tests, proportion tests, and chi-square tests in Python.

• IntermediateSkill Level
• 4.6+
• 2.3K

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

• IntermediateSkill Level
• 4.6+
• 2.3K

Learn how to work with Claude using the Anthropic API to solve real-world tasks and build AI-powered applications.

• IntermediateSkill Level
• 4.6+
• 2.2K

Learn how to work with dates and times in Python.

• IntermediateSkill Level
• 4.5+
• 2.2K

Learn to draw conclusions from limited data using Python and statistics. This course covers everything from random sampling to stratified and cluster sampling.

• IntermediateSkill Level
• 4.5+
• 2.1K

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

• IntermediateSkill Level
• 4.5+
• 2.1K

Build on top of your Python skills for Finance, by learning how to use datetime, if-statements, DataFrames, and more.

• IntermediateSkill Level
• 4.6+
• 2K

Learn how to clean and prepare your data for machine learning!

• AdvancedSkill Level
• 4.5+
• 2K

Dive in and learn how to create classes and leverage inheritance and polymorphism to reuse and optimize code.

• IntermediateSkill Level
• 4.6+
• 1.7K

Learn to process, transform, and manipulate images at your will.

• IntermediateSkill Level
• 4.6+
• 1.7K

In this course youll learn the basics of working with time series data.

• IntermediateSkill Level
• 4.6+
• 1.7K

Learn to retrieve and parse information from the internet using the Python library scrapy.

• AdvancedSkill Level
• 4.7+
• 1.6K

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

• IntermediateSkill Level
• 4.6+
• 1.6K

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

• IntermediateSkill Level
• 4.7+
• 1.6K

Learn the fundamentals of neural networks and how to build deep learning models using Keras 2.0 in Python.

• 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

Learn how to manipulate and visualize categorical data using pandas and seaborn.

• IntermediateSkill Level
• 4.6+
• 1.5K

In this course you will learn the details of linear classifiers like logistic regression and SVM.

• AdvancedSkill Level
• 4.5+
• 1.4K

Start your reinforcement learning journey! Learn how agents can learn to solve environments through interactions.

• AdvancedSkill Level
• 4.5+
• 1.4K

Master Python testing: Learn methods, create checks, and ensure error-free code with pytest and unittest.

• IntermediateSkill Level
• 4.5+
• 1.4K

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

• BasicSkill Level
• 4.5+
• 1.4K

Learn about string manipulation and become a master at using regular expressions.

• IntermediateSkill Level
• 4.6+
• 1.4K

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

• IntermediateSkill Level
• 4.6+
• 1.4K

In this course, you will be introduced to unsupervised learning through techniques such as hierarchical and k-means clustering using the SciPy library.

• IntermediateSkill Level
• 4.5+
• 1.3K

In this four-hour course, you’ll learn the basics of analyzing time series data in Python.

• IntermediateSkill Level
• 4.6+
• 1.3K

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