Machine Learning Books



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R in Action, 3rd Edition

R in Action, 3rd Edition

by Robert I. Kabacoff

R in Action, 3rd Edition makes learning R quick and easy. That's why thousands of data scientists have chosen this guide to help them master the powerful language. Far from being a dry academic tome, every example you'll encounter in this book is relevant to scientific and business developers, and helps you solve common data challenges. R expert Rob Kabacoff takes you on a crash course in statisti...

Price:  $59.83  |  Publisher:  Manning  |  Release:  2022

Getting Started with Natural Language Processing

Getting Started with Natural Language Processing

by Ekaterina Kochmar

Getting Started with Natural Language Processing is an enjoyable and understandable guide that helps you engineer your first NLP algorithms. Your tutor is Dr. Ekaterina Kochmar, lecturer at the University of Bath, who has helped thousands of students take their first steps with NLP. Full of Python code and hands-on projects, each chapter provides a concrete example with practical techniques that you can put...

Price:  $39.59  |  Publisher:  Manning  |  Release:  2022

Data Analysis with Python and PySpark

Data Analysis with Python and PySpark

by Jonathan Rioux

Data Analysis with Python and PySpark is your guide to delivering successful Python-driven data projects. Packed with relevant examples and essential techniques, this practical book teaches you to build pipelines for reporting, machine learning, and other data-centric tasks. Quick exercises in every chapter help you practice what you've learned, and rapidly start implementing PySpark into your data sys...

Price:  $57.69  |  Publisher:  Manning  |  Release:  2022

MLOps Engineering at Scale

MLOps Engineering at Scale

by Carl Osipov

MLOps Engineering at Scale shows you how to put machine learning into production efficiently by using pre-built services from AWS and other cloud vendors. You'll learn how to rapidly create flexible and scalable machine learning systems without laboring over time-consuming operational tasks or taking on the costly overhead of physical hardware. Following a real-world use case for calculating taxi fares...

Price:  $47.18  |  Publisher:  Manning  |  Release:  2022

Inside Deep Learning

Inside Deep Learning

by Edward Raff

Inside Deep Learning is an accessible guide to implementing deep learning with the PyTorch framework. It demystifies complex deep learning concepts and teaches you to understand the vocabulary of deep learning so you can keep pace in a rapidly evolving field. No detail is skipped - you'll dive into math, theory, and practical applications. Everything is clearly explained in plain English.Deep learning ...

Price:  $49.99  |  Publisher:  Manning  |  Release:  2022

Effective Data Science Infrastructure

Effective Data Science Infrastructure

by Ville Tuulos

Effective Data Science Infrastructure: How to make data scientists more productive is a hands-on guide to assembling infrastructure for data science and machine learning applications. It reveals the processes used at Netflix and other data-driven companies to manage their cutting edge data infrastructure. In it, you'll master scalable techniques for data storage, computation, experiment tracking, and o...

Price:  $33.66  |  Publisher:  Manning  |  Release:  2022

Deep Learning with R, 2nd Edition

Deep Learning with R, 2nd Edition

by Francois Chollet, Tomasz Kalinowski, J. J. Allaire

Deep Learning with R, 2nd Edition shows you how to put deep learning into action. It's based on the revised new edition of François Chollet's bestselling Deep Learning with Python. All code and examples have been expertly translated to the R language by Tomasz Kalinowski, who maintains the Keras and Tensorflow R packages at RStudio. Novices and experienced ML practitioners will love the expert in...

Price:  $59.99  |  Publisher:  Manning  |  Release:  2022

Python for Data Science

Python for Data Science

by Yuli Vasiliev

Python is an ideal choice for accessing, manipulating, and gaining insights from data of all kinds. Python for Data Science introduces you to the Pythonic world of data analysis with a learn-by-doing approach rooted in practical examples and hands-on activities. You'll learn how to write Python code to obtain, transform, and analyze data, practicing state-of-the-art data processing techniques for use c...

Price:  $22.74  |  Publisher:  No Starch Press  |  Release:  2022

Solutions Architect's Handbook, 2nd Edition

Solutions Architect's Handbook, 2nd Edition

by Saurabh Shrivastava, Neelanjali Srivastav

Becoming a solutions architect requires a hands-on approach, and the second edition of the Solutions Architect's Handbook brings exactly that. This handbook will teach you how to create robust, scalable, and fault-tolerant solutions and next-generation architecture designs in a cloud environment. It will also help you build effective product strategies for your business and implement them from start to...

Price:  $44.99  |  Publisher:  Packt Publishing  |  Release:  2022

Deep Learning with TensorFlow and Keras, 3rd Edition

Deep Learning with TensorFlow and Keras, 3rd Edition

by Amita Kapoor, Antonio Gulli, Sujit Pal

Deep Learning with TensorFlow and Keras teaches you neural networks and deep learning techniques using TensorFlow (TF) and Keras. You'll learn how to write deep learning applications in the most powerful, popular, and scalable machine learning stack available.TensorFlow 2.x focuses on simplicity and ease of use, with updates like eager execution, intuitive higher-level APIs based on Keras, and flexible...

Price:  $44.99  |  Publisher:  Packt Publishing  |  Release:  2022

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