Fundamentals of Machine Learning for Predictive Data Analytics, Second Edition
Book description
The second edition of a comprehensive introduction to machine learning approaches used in predictive data analytics, covering both theory and practice.
Machine learning is often used to build predictive models by extracting patterns from large datasets. These models are used in predictive data analytics applications including price prediction, risk assessment,…
Why read it?
1 author picked Fundamentals of Machine Learning for Predictive Data Analytics, Second Edition as one of their favorite books. Why do they recommend it?
Another practical book that I highly recommend. Its intuitive structure is the first thing I like about it. It gives you a comprehensive walkthrough of the ML workflow, from data exploration to learning. It covers abundant practical guides that get you prepared for real world challenges, such as how to handle outliers and to impute missing data. As a ML practitioner, I appreciate the dedicated case studies throughout the entire book. They really excite learners for future real world applications.
From Yuxi's list on machine learning for beginners.
Want books like Fundamentals of Machine Learning for Predictive Data Analytics, Second Edition?
Our community of 11,000+ authors has personally recommended 58 books like Fundamentals of Machine Learning for Predictive Data Analytics, Second Edition.
Browse books like Fundamentals of Machine Learning for Predictive Data Analytics, Second Edition
5 book lists we think you will like!
Interested in data mining, machine learning, and artificial intelligence?
11,000+ authors have recommended their favorite books and what they love about them. Browse their picks for the best books about data mining, machine learning, and artificial intelligence.