[Code with Mosh] The Complete Python Programming Course for Beginners - Session.13

13- Machine Learning with Python

1- What is Machine Learning

2- Machine Learning in Action

3- Libraries and Tools

4- Importing a Data Set

5- Jupyter Shortcuts

6- A Real Machine Learning Problem

7- Preparing the Data

8- Learning and Predicting

9- Calculating the Accuracy

10- Persisting Models

11- Visualizing a Decision Tree

[Code with Mosh] The Complete Python Programming Course for Beginners - Session.12

12- Building Web Applications with Django

1- Introduction

2- Your First Django Project

3- Your First App

4- Views

5- Models

6- Migrations

7- Changing the Models

8- Admin

9- Customizing the Admin

10- Database Abstraction API

11- Templates

12- Adding Bootstrap

13- Customizing the Layout

14- Sharing a Template Across Multiple Apps

15- Url Parameters

16- Getting a Single Object

17- Raising 404 Errors

18- Referencing Urls

19- Creating APIs

20- Adding the Homepage

21- Getting Ready to Deploy

22- Deployment

[Code with Mosh] The Complete Python Programming Course for Beginners - Session.11

11- Popular Python Packages

1- Introduction

2- What are APIs

3- Yelp API

4- Searching for Businesses

5- Hiding API Keys

6- Sending Text Messages

7- Web Scraping

8- Browser Automation

9- Working with PDFs

10- Working with Excel Spreadsheets

11- Command Query Separation Principle

12- NumPy

[Code with Mosh] The Complete Python Programming Course for Beginners - Session.10

10- Python Package Index

1- Pypi

2- Pip

3- Virtual Environments

4- Pipenv

5- Virtual Environments in VSCode

6- Pipfile

7- Managing Dependencies

8- Publishing Packages

9- Docstrings

10- Pydoc

[Code with Mosh] The Complete Python Programming Course for Beginners - Session.9

9- Python Standard Library

1- Python Standard Library

2- Working With Paths

3- Working with Directories

4- Working with Files

5- Working with Zip Files

6- Working with CSV Files

7- Working with JSON Files

8- Working with a SQLite Database

9- Working with Timestamps

10- Working with DateTimes

11- Working with Time Deltas

12- Generating Random Values

13- Opening the Browser

14- Sending Emails

15- Templates

16- Command-line Arguments

17- Running External Programs

[Code with Mosh] The Complete Python Programming Course for Beginners - Session.8

8- Modules

1- Creating Modules

2- Compiled Python Files

3- Module Search Path

4- Packages

5- Sub-packages

6- Intra-package References

7- The dir Function

8- Executing Modules as Scripts

[Code with Mosh] The Complete Python Programming Course for Beginners - Session.7

7- Classes

1- Classes

2- Creating Classes

3- Constructors

4- Class vs Instance Attributes

5- Class vs Instance Methods

6- Magic Methods

7- Comparing Objects

8- Performing Arithmetic Operations

9- Making Custom Containers

10- Private Members

11- Properties

12- Inheritance

13- The Object Class

14- Method Overriding

15- Multi-level Inheritance

16- Multiple Inheritance

17- A Good Example of Inheritance

18- Abstract Base Classes

19- Polymorphism

20- Duck Typing

21- Extending Built-in Types

22- Data Classes

[Code with Mosh] The Complete Python Programming Course for Beginners - Session.6

6- Exceptions

1- Exceptions

2- Handling Exceptions

3- Handling Different Exceptions

4- Cleaning Up

5- The With Statement

6- Raising Exceptions

7- Cost of Raising Exceptions

[Code with Mosh] The Complete Python Programming Course for Beginners - Session.5

5- Data Structures

1- Lists

2- Accessing Items

3- List Unpacking

4- Looping over Lists

5- Adding or Removing Items

6- Finding Items

7- Sorting Lists

8- Lambda Functions

9- Map Function

10- Filter Function

11- List Comprehensions

12- Zip Function

13- Stacks

14- Queues

15- Tuples

16- Swapping Variables

17- Arrays

18- Sets

19- Dictionaries

20- Dictionary Comprehensions

21- Generator Expressions

22- Unpacking Operator

23- Exercise

[Code with Mosh] The Complete Python Programming Course for Beginners - Session.4

4- Functions

1- Defining Functions

2- Arguments

3- Types of Functions

4- Keyword Arguments

5- Default Arguments

6- xargs

7- xxargs

8- Scope

9- Debugging

10- VSCode Coding Tricks - Windows

11- VSCode Coding Tricks - Mac

12- Exercise

13- Solution

[Code with Mosh] The Complete Python Programming Course for Beginners - Session.3

3- Control Flow

1- Comparison Operators

2- Conditional Statements

3- Ternary Operator

4- Logical Operators

5- Short-circuit Evaluation

6- Chaining Comparison Operators

7- Quiz

8- For Loops

9- For..Else

10- Nested Loops

11- Iterables

12- While Loops

13- Infinite Loops

14- Exercise

[Code with Mosh] The Complete Python Programming Course for Beginners - Session.2

2- Primitive Types

1- Variables

2- Variable Names

3- Strings

4- Escape Sequences

5- Formatted Strings

6- String Methods

7- Numbers

8- Working with Numbers

9- Type Conversion

10- Quiz

[Code with Mosh] The Complete Python Programming Course for Beginners - Session.1

1- Getting Started

1- What is Python

2- Installing Python

3- Python Interpreter

4- Code Editors

5- Your First Python Program

6- Python Extension

7- Linting Python Code

8- Formatting Python Code

9- Running Python Code

10- Python Implementations

11- How Python Code is Executed

12- Quiz