Mastering Python: Machine Learning,Data Structures,Django,Object Oriented Programming and Software Engineering (Including Programming Interview Questions) [2nd Edition]
Authors: Michael B. White
ISBN-10: 1794064885
ISBN-13: 9781794064881
Publication Date 出版日期: 2019-01-13
Print Length 页数: 609 pages
Book Description
By finelybook
Unlike some guides that give you just the basics that you need to get started,this book teaches you everything you need to know about using Python including what you can use it for. Python is a diverse language and is the foundation of much of what we use in the world today. Most data applications,many websites and machine learning are all powered by Python and you’ll be pleased to learn that it really isn’t difficult to learn. The book is divided into five sections to make it easier for the reader:
Part 1 – Data Structures and Algorithms
Part 2 – Machine Learning
Part 3 – Django
Part 4 – ArcGIS Programming
Part 5 – Software Development and Testing
Introduction
The Zen of Python
Setting Up Your Environment
Chapter 1: An Overview of Data Structures and Algorithms
Chapter 2: Python Variables and Expressions
Chapter 3: Overview of Data Types And Objects
Chapter 4: Classes-Object Programming
Chapter 5: Python Structures and Data Types
Chapter 6: The Principles of Algorithm Design
Chapter 7: Lists and Pointer Structures
Chapter 8: Stacks
Chapter 9: Queues
Chapter 10: Trees
Chapter 11: Graphs and Other Algorithms
Chapter 12: Sorting Algorithms
Chapter 13: Algorithm Design and Classification
Chapter 14: Machine Learning with Python
Chapter 15: The Concepts of Machine Learning
Chapter 16: Python and Django
Chapter 17: Python and ArcGIS Development
Chapter 18: Software Development and Testing
Chapter 19: Python Interview Questions
