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Grokking machine learning, luis serrano

730 грн

Описание

Discover valuable machine learning techniques you can understand and apply
using just high-school math. \n \nIn Grokking Machine Learning you will learn:
\n \nSupervised algorithms for classifying and splitting data \nMethods for
cleaning and simplifying data \nMachine learning packages and tools \nNeural
networks and ensemble methods for complex datasets \n \nGrokking Machine
Learning teaches you how to apply ML to your projects using only standard
Python code and high school-level math. No specialist knowledge is required to
tackle the hands-on exercises using Python and readily available machine
learning tools. Packed with easy-to-follow Python-based exercises and mini-
projects, this book sets you on the path to becoming a machine learning
expert. \n \nAbout the technology \nDiscover powerful machine learning
techniques you can understand and apply using only high school math! Put
simply, machine learning is a set of techniques for data analysis based on
algorithms that deliver better results as you give them more data. ML powers
many cutting-edge technologies, such as recommendation systems, facial
recognition software, smart speakers, and even self-driving cars. This unique
book introduces the core concepts of machine learning, using relatable
examples, engaging exercises, and crisp illustrations. \n \nAbout the book
\nGrokking Machine Learning presents machine learning algorithms and
techniques in a way that anyone can understand. This book skips the confused
academic jargon and offers clear explanations that require only basic algebra.
As you go, you’ll build interesting projects with Python, including models for
spam detection and image recognition. You’ll also pick up practical skills for
cleaning and preparing data. \n \nWhat's inside \n \nSupervised algorithms for
classifying and splitting data \nMethods for cleaning and simplifying data
\nMachine learning packages and tools \nNeural networks and ensemble methods
for complex datasets \n \nAbout the reader \nFor readers who know basic
Python. No machine learning knowledge necessary. \n \nAbout the author \nLuis
G. Serrano is a research scientist in quantum artificial intelligence.
Previously, he was a Machine Learning Engineer at Google and Lead Artificial
Intelligence Educator at Apple.

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