Python For Everyone Course
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Python for Everyone
Introduction -- Programming with numbers and strings -- Decsions -- Loops -- Functions -- Lists -- Files and exceptions -- Sets and dictionaries -- Objects and classes -- Inheritance -- Recursion -- Sorting and searching.
Machine Learning with Python for Everyone
Author: Mark Fenner
language: en
Publisher: Addison-Wesley Professional
Release Date: 2019-07-30
The Complete Beginner’s Guide to Understanding and Building Machine Learning Systems with Python Machine Learning with Python for Everyone will help you master the processes, patterns, and strategies you need to build effective learning systems, even if you’re an absolute beginner. If you can write some Python code, this book is for you, no matter how little college-level math you know. Principal instructor Mark E. Fenner relies on plain-English stories, pictures, and Python examples to communicate the ideas of machine learning. Mark begins by discussing machine learning and what it can do; introducing key mathematical and computational topics in an approachable manner; and walking you through the first steps in building, training, and evaluating learning systems. Step by step, you’ll fill out the components of a practical learning system, broaden your toolbox, and explore some of the field’s most sophisticated and exciting techniques. Whether you’re a student, analyst, scientist, or hobbyist, this guide’s insights will be applicable to every learning system you ever build or use. Understand machine learning algorithms, models, and core machine learning concepts Classify examples with classifiers, and quantify examples with regressors Realistically assess performance of machine learning systems Use feature engineering to smooth rough data into useful forms Chain multiple components into one system and tune its performance Apply machine learning techniques to images and text Connect the core concepts to neural networks and graphical models Leverage the Python scikit-learn library and other powerful tools Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.
Python Basics: A Step-by-Step Tutorial for Everyone
Learn Python the easy way! Python is one of the most popular programming languages in the world. It is used by millions of people for a variety of tasks, including web development, data analysis, and machine learning. Python Basics is a step-by-step tutorial for everyone who wants to learn Python. This book is perfect for beginners, with no prior programming experience required. In this book, you will learn: The basics of Python syntax How to use variables, operators, and expressions How to control program flow with conditional statements and loops How to work with functions, modules, and packages How to use Python for data analysis and machine learning Python Basics is a comprehensive and easy-to-follow guide that will teach you everything you need to know to get started with Python. With this book, you will be able to: Write simple Python programs Use Python to automate tasks Analyze data with Python Build machine learning models with Python Python Basics is the perfect resource for anyone who wants to learn Python. This book is packed with clear explanations, helpful examples, and practice exercises. Order your copy today and start learning Python! About the Author M.B. Chatfield is the author of several popular programming books, including "Python Basics" . If you are looking for a book that will teach you the basics of Python, Python Basics is a great option. It is a comprehensive and easy-to-follow guide that will help you learn Python quickly and effectively. #python #learnpython #pythonprogramming #codingforbeginners #programmingbook #learntocode #pythonforbeginners #pythonmadeeasy #pythonbasics #learnpythonfunway #pythonforeveryone #mbchatfield #beginnerprogrammer #completebeginner #kidsprogramming #dataanalysis #machinelearning #automatetasks #stepbysteptutorial #realworldexamples