Introduction To The Course

Installing Python And PyCharm

Hello World Program In Python

Some other mathematical operations in Python

Strings In Python

Accepting input from the user in Python

Performing operations on a string in Python

Variables in Python

In place operators in Python.

Writing our very first program in PyCharm

Coding Challenge Part 1

If statement in Python

Elif statement in Python

Introduction to lists in Python

List operations in Python

List functions in Python

Range function in Python

Code reuse and functions in Python

For Loop in Python

Boolean logic in Python

While loop in Python

Passing arguments to functions in Python

Making function return value in Python

Passing functions as arguments in Python

Modules in Python

Errors & exceptions in Python

Exception handling in Python

Finally block

File handling

Reading data from file

Adding data to the file

Appending to a file

Dictionaries

Dictionary Functions

Tuples

List Slicing

List Comprehension

String formatting

String functions

Numeric functions

Functional programming

Lambdas in Python

Map in Python

Filters in Python

Generators in Python

Introduction To Object Oriented Programming, Classes & Objects

Class Methods

Creating A Class & Defining Class Attributes

Instance Attributes & Constructor

Implementing Methods In Object Oriented Programming

Function Based vs OOP Way Of Writing Code

Inheritance

Multiple Inheritance

Multi-level Inheritance

Recursion in Python

Sets

Itertools

Operator overloading in Python

Data hiding in Python

Regular expressions in Python

Search & find all

Find & replace

The dot metacharacter

Caret & dollar metacharacter

Character class

Star metacharacter

Group

Tkinter : Hello world program

Tkinter: Using frames

Tkinter: Grid layout

Tkinter: Self adjusting widgets

Tkinter: Handling button clicks

Tkinter: Using classes

Tkinter: Using drop downs

Tkinter: Toolbar

Tkinter: Making Status Bar

Tkinter: Message box

Tkinter Drawing

Building Calculator App Part 1

Building Calculator App Part 2

Building Calculator App Part 3

Building Calculator App Part 4

Introduction To Databases

Introduction To PostgreSQL

Installing PostgreSQL On Windows

Installing PostgreSQL On Mac

Creating A Database

Creating Table & Adding Data

Reading Data From Database

Setting Up Virtualenv on Mac

Setting Up Virtualenv On Windows

Installing Psycopg2

Connecting To Database With Python Code

Creating Database Tables With Python

Adding Data To Database Tables With Python

User Submitted Data To Database

Creating App Layout

Adding Entries

Saving Entries To Database

Search Functionality

Listing All Entries

Introduction to Data Analysis Using Python

Installing Tools For Data Analysis

Introduction to Pandas & Series

Converting Dictionaries to Series

Introduction to Data Frames

Changing Column Sequence

Changing Columns & Transposing Dataframe

Reindexing Series & DataFrames

Deleting Rows & Coulumns

Arithmetic operations on dataframe and series

Arithmetic operations in between dataframe and series

Sorting series and dataframes

Sorting according to values

Handling duplicate values

Calculating sum, max & min values

Dropping nan values

Loading data from a file

Analyzing file data

Creating Numpy Array

19 Another way to create an array

Logspace & Linspace

Slicing a Numpy Array

Advanced indexing and slicing techniques

Broadcasting

Iterating using ndite

Plotting data using Matplotlib

Analysing Supermarket Sales Data Part 1: Reading CSV File

Analysing Supermarket Sales Data Part 2: Switching Up The Theme

Analysing Supermarket Sales Data Part 3: Accessing Different Parts Of Data

Analysing Supermarket Sales Data Part 4: Selecting Rows On A Condition

Analysing Supermarket Sales Data Part 5: Queries To Find Conditional Data

Analysing Supermarket Sales Data Part 6: Sum, Max, Min & Average

Analysing Supermarket Sales Data Part 7: Using GroupBy To Group Data By Location

Analysing Supermarket Sales Data Part 8: Finding Market Share

Analysing Supermarket Sales Data Part 9: Classifying Shoppers

Analysing Supermarket Sales Data Part 10: Analysing Memberships & Ratings

Analysing Supermarket Sales Data Part 11: Answering Multiple Queries

Analysing Supermarket Sales Data Part 12: Classifying Sales By Day

Analysing Supermarket Sales Data Part 13: Classifying Sales By Month

Analysing Supermarket Sales Data Part 14: Classifying Sales By Hour

Analysing Supermarket Sales Data Part 15: Classifying Payment Types With Hour

Django Tutorial 1: Installing Django on Windows

Django tutorial 2: Creating Our First Django Project

Django tutorial 3: Creating Our Own App

Django tutorial 4: Overview Of an App in Django

Django tutorial 5: Creating Our Own Views in Django

Django tutorial 6: Applying Migrations

Django tutorial 7: Creating Books Table in Django

Django tutorial 8: Final Steps in Creating Table

Django tutorial 9: Adding Data to the Database Tables

Django tutorial 10: Filtering the Results

Django tutorial 11: Admin Pannel in Django

Django tutorial 12: Creating Another View in Django

Django tutorial 13: Connecting to the Database

Django tutorial 14: Creating Templates

Django tutorial 15: Rendering Templates

Django tutorial 16: Raising a 404 Error

Django tutorial 17: Designing The Detail View

Django tutorial 18: Removing The Hardcoded Urls

Django tutorial 19: Namespaces in Django

Django tutorial 20: Using Static Files In Django

Django tutorial 21: Creating Our Navigation Bar

Django tutorial 22: Navigation Bar Touchup

Django tutorial 23: Using Base Templates

Django tutorial 24: Generic Views In Django

Django tutorial 25: Design Touchup

Django tutorial 26: Form To Add Books

Django tutorial 27: Form part -2

Using virtual environment

Django 2 Lecture 1 Creating a project

Django 2 Lecture 2 Creating An App

Django 2 Lecture 3 Overview of an app

Django 2 Lecture 4 Creating a View

Django 2 Lecture 5 Applying Migrations

Django 2 Lecture 6 Creating Models

Django 2 Lecture 7 Creating Database Tables

Django 2 Lecture 8 Adding Data To Database

Django 2 Lecture 9 Filtering Results

Django 2 Lecture 10 Creating A Super User

Django 2 Lecture 11 Creating Another View

Django 2 Lecture 12 Connecting To The Database

Django 2 Lecture 13 Creating Templates

Django 2 Lecture 14 Using Render

Django 2 Lecture 15 Raising 404 Error

Django 2 Lecture 16 Designing The Detail View

Django 2 Lecture 17 Removing Hard Coded URLs

Django 2 Lecture 18 Using Namespaces

Django 2 Lecture 19 Using Static Files

Django 2 Lecture 20 Designing Navbar

Django 2 Lecture 21 Navbar Touchup

Flask Tutorial 1: Creating Directory Structure

Flask Tutorial 2: Hello world

Flask Tutorial 3: Routing

Flask Tutorial 4: Variables

Flask Tutorial 5: Dynamic Urls

Flask Tutorial 6: Passing Data To The Server

Flask Tutorial 7: Templates

Flask Tutorial 8: Templates Passing Data

Flask Tutorial 9: Using Templates

Flask Tutorial 10: Passing Form Data To Templates

Flask Tutorial 11: Using Cookies

Introduction to API

Building a basic REST API using Django REST Framework

Creating API Endpoints

Adding Image Field

Filtering

Search functionality

API Authentication

Python Web Crawler Part -1

Python Web Crawler Part -2

Python Web Crawler Part -3

Python Web Crawler Part -4

Python Web Crawler Part -5

Python Web Crawler Part -6

Python Web Crawler Part -7

Python Web Crawler Part -8

Python Web Crawler Part -9

Python Web Crawler Part -10

Python Web Crawler Part -11

Python Web Crawler Part -12

Python Web Crawler Part -13

Python Web Crawler Part -14

Python Web Crawler Part -15

Python Web Crawler Part -16

Python Web Crawler Part -17

Python Web Crawler Part -18

Python Web Crawler Part -19

Introduction to Selenium

Installing Selenium

Opening a URL

Automating Google Search

Find Elements By XPATH

Clicking Links

Refreshing a Webpage

Using Forward and Backward Navigation Buttons

Scrolling and Getting the Current URL

Building A Facebook Auto Poster

Writing Clean Python Code: Best Practices part 1

Writing Clean Python Code: Best Practices part 2

Writing Clean Python Code: Best Practices part 3

Writing Clean Python Code: Best Practices part 4

Writing Clean Python Code: Best Practices part 5

IP Address

Ports & Sockets

Creating A Client

Sending Messages

Using Buffer

Building The Messaging Functionality

Sending Messages To Client

Programming Send Functionality

Completing Our Chat App

Introduction To OpenCV

Installing OpenCV

Reading & Displaying Images

Capturing Video From Webcam

Drawing Shapes On Images

Mouse Callback Events

Manipulating Pixels

Color Spaces In OpenCV

Object Tracking In Images

Object Tracking In Videos

Simple Thresholding

Simple Thresholding Implementation

Adaptive Thresholding

Adaptive Thresholding Implementation

Geometric Transformation Of Images

Geometric Transformation Of Images Implementation

Image Blurring

Image Blurring Implementation

Averaging

Gaussian Filtering

Updating entries in Django with UpdateView

Bootstrap part 1: Introduction To Bootstrap

Bootstrap Part 2: Adding Bootstrap To Our Site

Bootstrap Part 3: Bootstrap Grid System

Bootstrap Part 4: Grid Classes Part 1

Bootstrap Part 5: Grid Classes Part 2

Bootstrap Part 6: Grid Column Offset

Bootstrap Part 7: Making Images Responsive

Bootstrap Part 8: Nesting of Rows & Columns

Introduction to Regular Expressions & Raw Strings

Search & Match Methods

Introduction To Meta Characters

Introduction To Plus Meta Character

Plus Meta Character Example

Introduction To Curly Braces

Curly Braces Example

Introduction To Wildcard

Wildcard Example

Optional Meta Character

Caret Meta Character

Character Classes Part 1

Character Classes Part 2

Conclusion