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Machine Learning

Machine Learning with spark and python – Michael Bowles

2021 VietMX 0

Extracting actionable information from data is changing the fabric of modern business in ways that directly affect programmers. One way is the demand for new […]

Machine Learning Mastery with Python – Understand your data, create accurate models and work projects end-to-end – Jason Brownlee

2021 VietMX 0

This book focuses on a speci fic sub- field of machine learning called predictive modeling. This is the field of machine learning that is the […]

Understanding Machine Learning from theory to algorithms – Shai Shalev-Shwartz & Shai Ben-David

2021 VietMX 0

The subject of this book is automated learning, or, as we will more often call it, Machine Learning (ML). That is, we wish to program […]

The hundred-page Machine Learning Book – Andriy Burkov

2021 VietMX 0

Let’s start by telling the truth: machines don’t learn. What a typical “learning machine” does, is finding a mathematical formula, which, when applied to a […]

Statistical Methods for Machine Learning – Disconver how to Transform data into Knowledge with Python – Jason Brownlee

2021 VietMX 0

Statistics is important to machine learning practitioners. Statistics is a prerequisite in most courses and books on applied machine learning. Statistical methods are used at […]

Python Machine Learning Cookbook – Practical solutions from preprocessing to Deep Learning – Chris Albon

2021 VietMX 0

Over the last few years machine learning has become embedded in a wide variety of day-to-day business, nonprofit, and government operations. As the popularity of […]

Machine Learning – The art and science of alhorithms that make sense of data – Peter Flach

2021 VietMX 0

This book started life in the Summer of 2008, when my employer, the University of Bristol, awarded me a one-year research fellowship. I decided to […]

Machine Learning Applications Using Python – Cases studies form Healthcare, Retail, and Finance – Puneet Mathur

2021 VietMX 0

The idea of writing this book came up when I was planning a machine learning workshop in Bangalore in 2016. When I interacted with people, […]

Machine Learning – An Algorithmic Perspective second edition – Stephen Marsland

2021 VietMX 0

One of the most interesting features of machine learning is that it lies on the boundary of several different academic disciplines, principally computer science, statistics, […]

Hands-on Machine Learning with Scikit-Learn, Keras & TensorFlow – Aurelien Geron

2021 VietMX 0

In 2006, Geoffrey Hinton et al. published a paper showing how to train a deep neural network capable of recognizing handwritten digits with state-of-the-art precision […]

Foundations of Machine Learning second edition – Mehryar Mohri & Afshin Rostamizadeh & Ameet Talwalkar

2021 VietMX 0

This book was written for anyone who wishes to explore deep learning from scratch or broaden their understanding of deep learning. Whether you’re a practicing […]

Building Chatbots with Python Using Natural Language Processing and Machine Learning – Sumit Raj

2021 VietMX 0

This book has been written with immense care to keep the teachings from this book very pragmatic and results-oriented. Building chatbots is not just about […]

Artificial Intelligence with an introduction to Machine Learning second edition – Richar E. Neapolitan & Xia Jiang

2021 VietMX 0

Over the years, my view of an artificial intelligence (AI) course has changed significantly. I used to view it as a course that should discuss […]

Machine Learning with Python for everyone – Mark E.Fenner

2021 VietMX 0

From time to time, people trot out a tired claim that computers can “only do what they are told to do.” The claim is taken […]

Scikit-learn Cookbook Second Edition over 80 recipes for machine learning – Julian Avila & Trent Hauck

2021 VietMX 0

Chapter 1, High-Performance Machine Learning – NumPy, features your first machine learning algorithm with support vector machines. We distinguish between classification (what type?) and regression […]

Introduction to Machine Learning with Python – Andreas C.Muller & Sarah Guido

2021 VietMX 0

Machine learning is an integral part of many commercial applications and research projects today, in areas ranging from medical diagnosis and treatment to finding your […]

Python Machine Learning Second Edition – Sebastian Raschka & Vahid Mirjalili

2021 VietMX 0

Through exposure to the news and social media, you are probably aware of the fact that machine learning has become one of the most exciting […]

Python Machine Learning Third Edition – Sebastian Raschka & Vahid Mirjalili

2021 VietMX 0

Through exposure to the news and social media, you are probably very familiar with the fact that machine learning has become one of the most […]

Python Deeper Insights into Machine Learning – Sebastian Raschka & David Julian & John Hearty

2021 VietMX 0

Machine learning and predictive analytics are becoming one of the key strategies for unlocking growth in a challenging contemporary marketplace .It is one of the […]

Python Machine Learning Eqution Reference – Sebastian Raschka

2021 VietMX 0

Giving Computers the Ability to Learn from Data Training Machine Learning Algorithms for Classification A Tour of Machine Learning Classifiers Using Scikit-learn Building Good Training […]

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  • Neural Networks – A visual introduction for beginners – Michael Taylor

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  • Machine Learning with spark and python – Michael Bowles

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  • Machine Learning Mastery with Python – Understand your data, create accurate models and work projects end-to-end – Jason Brownlee

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  • Intelligent Projects Using Python – Santanu Pattanayak

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  • Deep Learning Illustrated – A visual, Interactive Guide to Arficial Intelligence First Edition – Jon Krohn & Beyleveld Grand & Bassens Aglae

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