What's Included In This Book

Learn tree-based algorithms (decision trees, random forest, gradient boosting) in detail. After the successful completion of this book, you would be able to work on and build tree-based algorithms and predictive models.

  • What is Machine Learning

  • How do Machines Learn?

  • Types of Machine Learning Algorithms

  • What is a Decision Tree? How does it work?

  • Regression Trees vs Classification Trees

  • How does a tree-based algorithm decide where to split?

  • and more...

Author of the Book

  • Kunal Jain

    Founder & CEO

    Kunal Jain

    Kunal is the Founder of Analytics Vidhya. Analytics Vidhya is one of largest Data Science community across the globe. Kunal is a data science evangelist and has a passion for teaching practical machine learning and data science. Before starting Analytics Vidhya, Kunal had worked in Analytics and Data Science for more than 12 years across various geographies and companies like Capital One and Aviva Life Insurance. He has worked with several clients and helped them build their data science capabilities from scratch.