Data, AI, and Cloud Courses

• IntermediateSkill Level
• 4.6+
• 2.2K

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

• IntermediateSkill Level
• 4.5+
• 2K

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

• IntermediateSkill Level
• 4.6+
• 1.8K

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

• IntermediateSkill Level
• 4.6+
• 1.8K

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

• AdvancedSkill Level
• 4.5+
• 1.7K

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
• 4.5+
• 1.6K

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

• AdvancedSkill Level
• 4.5+
• 1.6K

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

• IntermediateSkill Level
• 4.6+
• 1.6K

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

• IntermediateSkill Level
• 4.6+
• 1.5K

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

• IntermediateSkill Level
• 4.5+
• 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.

• AdvancedSkill Level
• 4.4+
• 1.4K

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

• IntermediateSkill Level
• 4.4+
• 1.4K

Learn fundamental natural language processing techniques using Python and how to apply them to extract insights from real-world text data.

• IntermediateSkill Level
• 4.5+
• 1.3K

Implement experimental design setups and perform robust statistical analyses to make precise and valid conclusions!

• IntermediateSkill Level
• 4.6+
• 1.3K

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

• IntermediateSkill Level
• 4.6+
• 1.2K

Create new features to improve the performance of your Machine Learning models.

• IntermediateSkill Level
• 4.5+
• 1.2K

Gain the essential skills using Scikit-learn, SHAP, and LIME to test and build transparent, trustworthy, and accountable AI systems.

• BasicSkill Level
• 4.5+
• 1.2K

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

• AdvancedSkill Level
• 4.3+
• 1.1K

This course focuses on feature engineering and machine learning for time series data.

• IntermediateSkill Level
• 4.6+
• 1.1K

Understand the concept of reducing dimensionality in your data, and master the techniques to do so in Python.

• IntermediateSkill Level
• 4.5+
• 1K

Learn the practical uses of A/B testing in Python to run and analyze experiments. Master p-values, sanity checks, and analysis to guide business decisions.

• IntermediateSkill Level
• 4.6+
• 961

Learn the basics of model validation, validation techniques, and begin creating validated and high performing models.

• AdvancedSkill Level
• 4.7+
• 937

Build your OOP skills with descriptors, multilevel inheritance, and abstract base classes!

• IntermediateSkill Level
• 4.6+
• 918

Learn techniques for automated hyperparameter tuning in Python, including Grid, Random, and Informed Search.

• IntermediateSkill Level
• 4.3+
• 883

Learn to create your own Python packages to make your code easier to use and share with others.

• IntermediateSkill Level
• 4.7+
• 815

Learn to implement custom trading strategies in Python, backtest them, and evaluate their performance!

• BasicSkill Level
• 4.7+
• 764

Create interactive data visualizations in Python using Plotly.

• IntermediateSkill Level
• 4.6+
• 747

Build the foundation you need to think statistically and to speak the language of your data.

• IntermediateSkill Level
• 4.7+
• 743

Learn how to prepare credit application data, apply machine learning and business rules to reduce risk and ensure profitability.

• IntermediateSkill Level
• 4.6+
• 716

Evaluate portfolio risk and returns, construct market-cap weighted equity portfolios and learn how to forecast and hedge market risk via scenario generation.