Book

The Python Workshop

The exercises and projects in this book have been carefully chosen to maintain excitement and motivation. In addition to choosing exercises that highlight in-demand technical areas like web, software engineering, data, and neural networks, we’ve chosen stimulating examples from diverse sources. Our hope is that you’ll have fun while learning Python!

Offered byPackt Logo

Difficulty Level

Intermediate

Completion Time

20h

Language

English

About Book

Who Is This Book For?

This book is for professionals, students, and hobbyists who want to learn Python and apply it to solve challenging real-world problems. Although this is a beginner’s course, you’ll learn more easily if you already have an understanding of standard programming topics like variables, if-else statements, and functions. Experience with another object-oriented program, though not essential, will also be beneficial. If Python is your first attempt at computer programming, this book will help you understand the basics with adequate detail for a motivated student.

Book content

chapters 20h total length

Python Fundamentals – Math, Strings, Conditionals, and Loops

Python Data Structures

Executing Python – Programs, Algorithms, and Functions

Extending Python, Files, Errors, and Graphs

Constructing Python – Classes and Methods

The Standard Library

Becoming Pythonic

Software Development

Practical Python - Advance Topics

Data Analytics with pandas and NumPy

Machine Learning

Deep Learning with Python

New Features in Python

Related Resources

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