PyTorch 1.0 Reinforcement Learning Cookbook, Liu Yuxi (Hayden)
Автор: (Hayden) Liu Yuxi Название: Python Machine Learning By Example ISBN: 1783553111 ISBN-13(EAN): 9781783553112 Издательство: Неизвестно Рейтинг: Цена: 8445.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:
Take tiny steps to enter the big world of data science through this interesting guide
Key Features:
Learn the fundamentals of machine learning and build your own intelligent applications
Master the art of building your own machine learning systems with this example-based practical guide
Work with important classification and regression algorithms and other machine learning techniques
Book Description:
Data science and machine learning are some of the top buzzwords in the technical world today. A resurging interest in machine learning is due to the same factors that have made data mining and Bayesian analysis more popular than ever. This book is your entry point to machine learning.
This book starts with an introduction to machine learning and the Python language and shows you how to complete the setup. Moving ahead, you will learn all the important concepts such as, exploratory data analysis, data preprocessing, feature extraction, data visualization and clustering, classification, regression and model performance evaluation. With the help of various projects included, you will find it intriguing to acquire the mechanics of several important machine learning algorithms - they are no more obscure as they thought. Also, you will be guided step by step to build your own models from scratch. Toward the end, you will gather a broad picture of the machine learning ecosystem and best practices of applying machine learning techniques.
Through this book, you will learn to tackle data-driven problems and implement your solutions with the powerful yet simple language, Python. Interesting and easy-to-follow examples, to name some, news topic classification, spam email detection, online ad click-through prediction, stock prices forecast, will keep you glued till you reach your goal.
What You Will Learn:
Exploit the power of Python to handle data extraction, manipulation, and exploration techniques
Use Python to visualize data spread across multiple dimensions and extract useful features
Dive deep into the world of analytics to predict situations correctly
Implement machine learning classification and regression algorithms from scratch in Python
Be amazed to see the algorithms in action
Evaluate the performance of a machine learning model and optimize it
Solve interesting real-world problems using machine learning and Python as the journey unfolds
Who this book is for:
This book is for anyone interested in entering the data science stream with machine learning. Basic familiarity with Python is assumed.
Автор: Liu Yuxi (Hayden), Mehta Saransh Название: Hands-On Deep Learning Architectures with Python ISBN: 1788998081 ISBN-13(EAN): 9781788998086 Издательство: Неизвестно Рейтинг: Цена: 6068.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book explains the essential learning algorithms used for deep and shallow architectures. Packed with practical implementations to help you understand the concepts and ideas required to build efficient artificial intelligence systems, this book will help you construct deep models using popular frameworks and datasets.
Описание: Equipped with the latest updates, this third edition of Python Machine Learning By Example provides a comprehensive course for ML enthusiasts to strengthen their command of ML concepts, techniques, and algorithms.
Автор: Hodnett Mark, Wiley Joshua F., Liu Yuxi (Hayden) Название: Deep Learning with R for Beginners ISBN: 1838642706 ISBN-13(EAN): 9781838642709 Издательство: Неизвестно Рейтинг: Цена: 9194.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This Learning Path is your step-by-step guide to building deep learning models using R`s wide range of deep learning libraries and frameworks. Through multiple real-world projects and expert guidance and tips, you`ll gain the exact knowledge you need to get started with developing deep models using R.
Автор: Liu, Yuxi (hayden) Maldonado, Pablo Название: R deep learning projects ISBN: 1788478401 ISBN-13(EAN): 9781788478403 Издательство: Неизвестно Рейтинг: Цена: 7171.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: R is a popular programming language used by statisticians and mathematicians for statistical analysis, and is popularly used for deep learning. This book demonstrates end-to-end implementations of five real-world projects on popular topics in deep learning such as handwritten digit recognition, traffic light detection, fraud detection, text ...
Автор: (Hayden) Liu Yuxi Название: Python Machine Learning by Example ISBN: 1789616727 ISBN-13(EAN): 9781789616729 Издательство: Неизвестно Рейтинг: Цена: 7171.00 р. Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Python Machine Learning by Example covers in detail the most important concepts, techniques, algorithms, and libraries that every data scientist or machine learning practitioner needs to know. This example-enriched guide will make your learning journey easier and happier, enabling you to solve real-world data-driven problems.
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