Название: Python Machine Learning: Learn Python in a Week and Master It. An Hands-On Introduction to Artificial Intelligence Coding, a Project-Based Guide with Practical Exercises (7 Days Crash Course, Book 2)Автор: Computer Programming Academy
Издательство: Computer Programming Academy
Год: 2020
Страниц: 122
Язык: английский
Формат: pdf, azw3
Размер: 10.1 MB
Would you like to learn how to use Python to generate machine learning models but you think it would be too difficult? Or perhaps you want to automate simple things with your computer but you don’t know how to do it?
The best solution is to follow a complete programming manual with hands-on projects and practical exercises. Computer Programming Academy structured this guide as a course with seven chapters for seven days and studied special exercises for each section to apply what you have learned step-by-step. This protocol, tested on both total beginners and people who were already familiar with coding, takes advantage of the principle of diving, concentrating learning in one week. The result of this method has been one for both categories of students: the content of the course was learned faster and remembered longer respect the average.
Inside this book, you will go through a first section in which fundamental and basic notions of deep learning are discussed, to get to the next chapters crafted specifically to help you learn advanced coding concepts required to develop training data sets for the production of successful machine learning models.
In the detail, you will learn:
Why Python is considered the fundamental tool for machine learning
Deep understanding of the significance of machine learning in our daily lives and why you cannot ignored its importance in 2020
12 machine learning models that you must study as a beginner
The most common mistakes to avoid when you start building machine learning models with Python
Step-by-step instructions to install required packages to set up a machine learning coding environment
The algorithms that will make your life easier while coding artificial intelligence
A proven strategy to process raw data to generate high quality training data sets
A simple method to build the desired machine learning model in less than 7 days
The 2 main libraries you need implementing to develop a neural network
Exercises and quizzes at the end of every chapter to review immediately what you’ve learned
Extra content that you will appreciate as curious technology enthusiast
Why is this book different? Most of the books on the market only take a brief look into machine learning, showing some of the topics but never going deep concretely. The best way to learn machine learning with Python is by doing and with this manual you will work through applicable projects in order to solidify your knowledge and obtain a huge sense of achievement.
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