Learn Python for Machine Learning and Web Development. Can Python be used for machine learning? Python is widely considered as the preferred language for teaching and learning ML (Machine Learning). Can I use Python for web development? Python can be used to build server-side web applications. Why Python is suitable for machine learning? How Python is used in AI? What language is best for machine learning?
TABLE OF CONTENT
- 00:00:00 Introduction
- 00:01:49 Installing Python 3
- 00:06:10 Your First Python Program
- 00:08:11 How Python Code Gets Executed
- 00:11:24 How Long It Takes To Learn Python
- 00:13:03 Variables
- 00:18:21 Receiving Input
- 00:22:16 Python Cheat Sheet
- 00:22:46 Type Conversion
- 00:29:31 Strings
- 00:37:36 Formatted Strings
- 00:40:50 String Methods
- 00:48:33 Arithmetic Operations
- 00:51:33 Operator Precedence
- 00:55:04 Math Functions
- 00:58:17 If Statements
- 01:06:32 Logical Operators
- 01:11:25 Comparison Operators
- 01:16:17 Weight Converter Program
- 01:20:43 While Loops
- 01:24:07 Building a Guessing Game
- 01:30:51 Building the Car Game
- 01:41:48 For Loops
- 01:47:46 Nested Loops
- 01:55:50 Lists
- 02:01:45 2D Lists
- 02:05:11 My Complete Python Course
- 02:06:00 List Methods
- 02:13:25 Tuples
- 02:15:34 Unpacking
- 02:18:21 Dictionaries
- 02:26:21 Emoji Converter
- 02:30:31 Functions
- 02:35:21 Parameters
- 02:39:24 Keyword Arguments
- 02:44:45 Return Statement
- 02:48:55 Creating a Reusable Function
- 02:53:42 Exceptions
- 02:59:14 Comments
- 03:01:46 Classes
- 03:07:46 Constructors
- 03:14:41 Inheritance
- 03:19:33 Modules
- 03:30:12 Packages
- 03:36:22 Generating Random Values
- 03:44:37 Working with Directories
- 03:50:47 Pypi and Pip
- 03:55:34 Project 1: Automation with Python
- 04:10:22 Project 2: Machine Learning with Python
- 04:58:37 Project 3: Building a Website with Django
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Further reading
☞ Complete Python Bootcamp: Go from zero to hero in Python 3
☞ Machine Learning A-Z™: Hands-On Python & R In Data Science
☞ Python and Django Full Stack Web Developer Bootcamp
☞ Python Programming Tutorial | Full Python Course for Beginners 2019 👍
☞ Top 10 Python Frameworks for Web Development In 2019
☞ Python for Financial Analysis and Algorithmic Trading
☞ Building A Concurrent Web Scraper With Python and Selenium
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