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

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