Udemy - Learn Pro Advanced Python Programming

Udemy - Learn Pro Advanced Python Programming

https://www.udemy.com/course/learn-pro-advanced-python-programming/

Description

Course content

Python Comprehension
- Section Overview
- Introduction to Comprehension
- List Comprehension Part-1
- List Comprehension Part-2
- List Comprehension vs Lambda Function
- Parsing a File Using List Comprehension
- Accessing Function using List Comprehension
- Dictionary Comprehension
- Set Comprehension
- Generator Comprehension
Descriptors in Python
- Section Overview
- Introduction to Descriptors
- Invoking Descriptors
- Purpose of Descriptors Part-1
- Purpose of Descriptors Part-2
- Creating Descriptors using Property
- Creating Descriptors using Class
- Creating Descriptors using @
- Uses of Descriptors
Linked List in Python
- Section Overview
- Singly and Doubly Linked List
- Intro to Linked Lists
- Create and Traverse - Singly Linked List
- Insertion - Singly Linked List
- Deletion - Singly Linked List
- Creating - Doubly Linked List
- Insertion - Doubly Linked List
- Appending - Doubly Linked List
- Deletion - Doubly Linked List
OpenCV - Image/Video Processing in Python
- Installing the OpenCV Module
- Showing the Image
- Keyboard Events in OpenCV
- Drawing Different Shapes on Images
- Capturing Video with OpenCV
- Writing the Video
- Different Video Properties
- Events
- Implementing Mouse Events
- Image Thresh holding
- Object Detection with OpenCV
Generators in Python
- Understanding Generators
- Creating Generator - Part-1
- Creating Generator - Part-2
- Generator - Example
Managing Files in Python
- Section Overview
- Introduction to File Handling
- Creating a Text File
- Modes in Files
- Modes for other File Types
- Reading from a Text File
- Renaming a Text File
- Writing to a Text File
- Saving Data to a File
- Appending to a File
- Closing a File
- Deleting a File
- With Statement
- Saving Dictionary to a File
Magic Functions in Python
- Section Overview
- Introduction to Magic Methods
- Various Magic Methods
- Magic Methods based on Object Usefulness
- Initialization and Construction
- Unary Operators - Magic Methods
- Strings - Magic Methods
- Operators - Magic Methods
- Augmented Assignment Operator
- Magic Methods for Binary Operators
Thread Programming in Python
- Section Overview
- Concurrency vs Parallelism
- Multiprocessing vs Multi-Threading
- Introduction to Thread
- The Threading Module
- Creating a Thread
- Determining the Current Thread
- Daemon vs non_Daemon
- Enumerating Threads
The Arcade Module
- Introduction to Arcade Module
- Sad Images - Arcade Module
- Still Images - Arcade Module
- Auto Timer - Arcade Module
- Auto Snow - Arcade Module
- Auto Radar - Arcade Module
- User Controlled Moving Object - Arcade Module
PDF Audio Reader Application
- PDF Audio Reader Application Part-1
- PDF Audio Reader Application Part-2
- PDF Audio Reader Application Part-3
- PDF Audio Reader Application Part-4
- PDF Audio Reader Application Part-5
- PDF Audio Reader Application Part-6
- PDF Audio Reader Application Part-7
- PDF Audio Reader Application Part-8
- PDF Audio Reader Application Part-9
Email Sender Application
- Email Sender Application Part-1
- Email Sender Application Part-2
- Email Sender Application Part-3
- Email Sender Application Part-4
- Email Sender Application Part-5
- Email Sender Application Part-6
- Email Sender Application Part-7
- Email Sender Application Part-8
- Email Sender Application Part-9
- Email Sender Application Part-10
Graphs in Python
- Understanding Graphs
- Installing the Module for Graphs
- Drawing a Simple Line Graph
- Drawing a Multi-Line Graph
- Drawing a Bar Graph
- Styling a Bar Graph
- Drawing a Scatter Graph
- Drawing a Pie Graph
- Drawing a Histogram
Text Editor Application in Python
- Text Editor - Introduction
- File Cascade
- Edit Cascade
- Insert and Format Cascade
- Personalize and Help Cascade
- Adding Scrollbar
- Revision of Back End
- New File Function
- Open, Save and Close a File
- Copy, Cut and Paste
- Erase and Clear Screen
- Data, Text Color and No Format
- Bold, Italic and Underline
- Background and Help
- Summary of the Code
Numerical Python
- Understanding Numerical Python
- Installing the Numpy Module
- Creating a 1D Array using Numpy
- Creating 2D Array using Numpy
- Arithmetic Operations on Array
- Useful Matrices with Numpy
- Computing scientific Functions using Numpy
- Computing Mathematical Functions using Numpy
- Making Complex Graphs using Numpy
Data Analysis With Pandas Module
- Pandas Module Part-1
- Pandas Module Part-2
- Pandas Module Part-3
- Pandas Module Part-4
- Pandas Module Part-5
- Pandas Module Part-6
- Pandas Module Part-7
- Pandas Module Part-8
- Pandas Module Part-9
- Pandas Module Part-10
- Pandas Module Part-11
- Pandas Module Part-12
- Pandas Module Part-13
Introduction to Machine Learning | Understanding our 1st Machine Learning Model
- What is Machine Learning
- The Simple Linear Regression Model Intuition - 1
- The Simple Linear Regression Model Intuition - 2
- The Simple Linear Regression Model Intuition - 3
- The Simple Linear Regression Model Code Part-1
- The Simple Linear Regression Model Code Part-2
- The Simple Linear Regression Model Code Part-3
- The Simple Linear Regression Model Code Part-4
- The Simple Linear Regression Model Code Part-5
- The Simple Linear Regression Model Code Part-6
- The Simple Linear Regression Model Code Part-7
The Multiple Linear Regression Model
- Multiple Linear Regression Intuition 1
- Multiple Linear Regression Intuition 2
- Multiple Linear Regression Intuition 3
- Multiple Linear Regression Intuition 4
- Multiple Linear Regression Intuition 5
- Multiple Linear Regression Intuition 6
- Multiple Linear Regression Code Part-1
- Multiple Linear Regression Code Part-2
- Multiple Linear Regression Code Part-3
- Multiple Linear Regression Code Part-4
- Multiple Linear Regression Code Part-5
- Multiple Linear Regression Code Part-6
- Multiple Linear Regression Code Part-7