Mastering Machine Learning Algorithms, 2nd Edition

Expert techniques for implementing popular machine learning algorithms, fine-tuning your models, and understanding how they work



Bookstore > Books > Mastering Machine Learning Algorithms, 2nd Edition

Price$40.49
Rating
AuthorGiuseppe Bonaccorso
PublisherPackt Publishing
Published2020
Pages798
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-101838820299
ISBN-139781838820299
EBook Hardcover Paperback

Mastering Machine Learning Algorithms, 2nd Edition helps you harness the real power of machine learning algorithms in order to implement smarter ways of meeting today's overwhelming data needs. This newly updated and revised guide will help you master algorithms used widely in semi-supervised learning, reinforcement learning, supervised learning, and unsupervised learning domains.

You will use all the modern libraries from the Python ecosystem - including NumPy and Keras - to extract features from varied complexities of data. Ranging from Bayesian models to the Markov chain Monte Carlo algorithm to Hidden Markov models, this machine learning book teaches you how to extract features from your dataset, perform complex dimensionality reduction, and train supervised and semi-supervised models by making use of Python-based libraries such as scikit-learn. You will also discover practical applications for complex techniques such as maximum likelihood estimation, Hebbian learning, and ensemble learning, and how to use TensorFlow 2.x to train effective deep neural networks.

By the end of this book, you will be ready to implement and solve end-to-end machine learning problems and use case scenarios.




Similar Books


Mastering Machine Learning Algorithms

Mastering Machine Learning Algorithms

by Giuseppe Bonaccorso

Machine learning is a subset of AI that aims to make modern-day computer systems smarter and more intelligent. The real power of machine learning resides in its algorithms, which make even the most difficult things capable of being handled by machines. However, with the advancement in the technology and requirements of data, machines will...

Price:  $44.99  |  Publisher:  Packt Publishing  |  Release:  2018

TensorFlow Machine Learning Cookbook, 2nd Edition

TensorFlow Machine Learning Cookbook, 2nd Edition

by Nick McClure

TensorFlow is an open source software library for Machine Intelligence. The independent recipes in this book will teach you how to use TensorFlow for complex data computations and allow you to dig deeper and gain more insights into your data than ever before.With the help of this book, you will work with recipes for training models, model...

Price:  $34.92  |  Publisher:  Packt Publishing  |  Release:  2018

Machine Learning with R, 2nd Edition

Machine Learning with R, 2nd Edition

by Brett Lantz

Updated and upgraded to the latest libraries and most modern thinking, Machine Learning with R, Second Edition provides you with a rigorous introduction to this essential skill of professional data science. Without shying away from technical theory, it is written to provide focused and practical knowledge to get you building algorithms an...

Price:  $39.99  |  Publisher:  Packt Publishing  |  Release:  2015

Data Science Algorithms in a Week, 2nd Edition

Data Science Algorithms in a Week, 2nd Edition

by David Natingga

Machine learning applications are highly automated and self-modifying, and continue to improve over time with minimal human intervention, as they learn from the trained data. To address the complex nature of various real-world data problems, specialized machine learning algorithms have been developed. Through algorithmic and statistical a...

Price:  $39.99  |  Publisher:  Packt Publishing  |  Release:  2018

Python Machine Learning, 3rd Edition

Python Machine Learning, 3rd Edition

by Sebastian Raschka, Vahid Mirjalili

Python Machine Learning, Third Edition is a comprehensive guide to machine learning and deep learning with Python. It acts as both a step-by-step tutorial, and a reference you'll keep coming back to as you build your machine learning systems.Packed with clear explanations, visualizations, and working examples, the book covers all the...

Price:  $35.99  |  Publisher:  Packt Publishing  |  Release:  2019

Python Algorithms, 2nd Edition

Python Algorithms, 2nd Edition

by Magnus Lie Hetland

Python Algorithms, 2nd Edition explains the Python approach to algorithm analysis and design. Written by Magnus Lie Hetland, author of Beginning Python, this book is sharply focused on classical algorithms, but it also gives a solid understanding of fundamental algorithmic problem-solving techniques.The book deals with some of the most im...

Price:  $33.75  |  Publisher:  Apress  |  Release:  2014

Adaptive Machine Learning Algorithms with Python

Adaptive Machine Learning Algorithms with Python

by Chanchal Chatterjee

Learn to use adaptive algorithms to solve real-world streaming data problems. This book covers a multitude of data processing challenges, ranging from the simple to the complex. At each step, you will gain insight into real-world use cases, find solutions, explore code used to solve these problems, and create new algorithms for your own u...

Price:  $26.59  |  Publisher:  Apress  |  Release:  2022

Pro Machine Learning Algorithms

Pro Machine Learning Algorithms

by Kishore Ayyadevara

Bridge the gap between a high-level understanding of how an algorithm works and knowing the nuts and bolts to tune your models better. This book will give you the confidence and skills when developing all the major machine learning models. In Pro Machine Learning Algorithms, you will first develop the algorithm in Excel so that you get a ...

Price:  $37.99  |  Publisher:  Apress  |  Release:  2018