Machine Learning Bookcamp

Machine Learning Bookcamp is a book that teaches you how to create and deploy Python-based machine learning models for a variety of challenging projects. It covers the basics of machine learning and advances to complex applications such as image and text analysis. By the end of the bookcamp, you will have built a portfolio of business-relevant machine learning projects that hiring managers will be excited to see.

Format: Paperback / softback
Length: 506 pages
Publication date: 26 November 2021
Publisher: Manning Publications

Machine learning is an analysis technique for predicting trends and relationships based on historical data. As ML has matured as a discipline, an established set of algorithms has emerged for tackling a wide range of analysis tasks in business and research. By practicing the most important algorithms and techniques, you can quickly gain a footing in this important area. Luckily, that's exactly what you'll be doing in Machine Learning Bookcamp.

About the book:

In Machine Learning Bookcamp, you'll learn the essentials of machine learning by completing a carefully designed set of real-world projects. Beginning as a novice, you'll start with the basic concepts of ML before tackling your first challenge: creating a car price predictor using linear regression algorithms. You'll then advance through increasingly difficult projects, developing your skills to build a churn prediction application, a flight delay calculator, an image classifier, and more. When you're done working through these fun and informative projects, you'll have a comprehensive machine learning skill set you can apply to practical on-the-job problems.

What's inside:

Code fundamental ML algorithms from scratch
Collect and clean data for training models
Use popular ML libraries like Scikit-Learn and TensorFlow
Deploy your models to production environments

By the end of Machine Learning Bookcamp, you'll have built a portfolio of business-relevant machine learning projects that hiring managers will be excited to see. So what are you waiting for? Start your journey to becoming a machine learning expert today!

Weight: 866g
Dimension: 188 x 237 x 30 (mm)
ISBN-13: 9781617296819