Python Masterclass 2023: Build 19 Real World Python Projects

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Python course for beginners, Learn Python Programming ,Data Analysis, Tkinter, Django, Flask, OpenCV and a lot more.

01 - Introduction

001 Introduction To The Course

02 - Introduction To Python Programming Language

001 Introduction-To-Python-Programming-Langguage.pdf

001 Python A High Level Programming Language

002 General Purpose Programming Languages

003 Dynamic Typing & Garbage Collection In Python

004 How To Use Section Notes For Effective Learning.html

005 Section Notes.html

006 Up Next.html

03 - Installing Python & Pycharm

001 Installing Python On Windows

002 Installing PyCharm On Windows

003 Installing Python On Mac

004 Installing PyCharm On Mac

005 Installing Python On Linux

006 Installing PyCharm On Linux

007 How To Fix Installation Issues.html

04 - Using Python Shell

001 Using Python Shell On Windows

002 Using Python Shell On Mac

003 Using Python Shell On Linux

05 - Basic Python Concepts

001 Basic Arithmetic Operations In Python

002 Exponent & Modulus Operators

003 Creating Strings & Using Escape Characters

004 Accepting User Input

005 Concatenation Of Strings

006 Data Types In Python

007 Variable Declaration & Assignment

008 Naming Conventions To Follow While Creating Variables

009 Operators In Python

010 Logical Operators

011 Hello World Program Using PyCharm On Windows

012 Hello World Program Using PyCharm On Mac

013 Hello World Program Using PyCharm On Linux

014 Adding Comments To Your Code

015 Accepting Input & Adding Numbers

016 Creating Username & Email Using Concatenation

017 Comparing User Strings

018 Creating A Simple Interest Calculator

019 F Strings In Python

020 Creating A BMI Calculator

021 Source code.html

022 Section Notes.html

06 - Lists, Dictionaries & Sets

001 Lists In Python

002 Storing Different Data Types In A List

003 Negative Indexing

004 List Slicing

005 List Slicing Using Negative Indexing

006 In & Not In Operators

007 List Functions

008 Addition & Multiplication Operation On Lists

009 Nesting Lists

010 Mutability Of Lists

011 Tuples

012 Dictionaries

013 Creating Dictionaries Using dict()

014 Get Method

015 Update & Pop Method

016 Items & Keys Method

017 Set & Creating Sets

018 Empty Set

019 Set Operations

020 Add & Remove Set Methods

021 Searching Items In A List

022 Adding & Removing Items

023 Adding List Item At A Position

024 Adding Products To A Dictionary

025 Deleting Items From Dictionary

026 Editing Dictionary Values

027 Source code.html

028 Coding Challenge 2.html

029 Coding Challenge 2 Solution.html

030 Section Notes.html

07 - Conditionals In Python

001 If Conditional Statement

002 Understanding Indentation In Python

003 Accept User Input & Check If Condition

004 Elif Statement

005 Nested If

006 Nested If Example

007 Range Function

008 For Loop

009 Looping Through List

010 Looping Through A Dictionary

011 While Loop

012 Break Statement

013 Continue Statement

014 Adding Items To Cart Using For Loop

015 Adding Items Using While Loop

016 Creating A List Of Products

017 Adding Items To Cart

018 Displaying Cart Items

019 Incrementing The Quantity

020 Calculating Total Cart Value

021 Source code.html

022 Section Notes.html

023 Coding Challenge 3.html

024 Coding Challenge 3 Solution.html

08 - Functions In Python

001 Functions

002 Passing Arguments To Functions

003 Keyword Arguments

004 Default Parameters

005 Making function return a value

006 Calling a function in other function

007 Making A Function Return Multiple Values

008 Passing List To A Function

009 Returning List

010 Local & Global Variables

011 Accessing Global Variables Inside A Function

012 Check If A String Is A Palindrome

013 Function To Check Foe Palindrome

014 EMI Calculator

015 Recursion In Python

016 Factorial Using Recursion

017 Variable Length Positional Arguments

018 Variable Length Keyword Arguments

019 Decorators

020 Another Way Of Using Decorator

021 Decorating Functions Accepting Arguments

022 Decorating Functions Returning Values

023 Source code.html

024 Coding Challenge 4.html

025 Coding Challenge 4 Solution.html

026 Section Notes.html

09 - Modules In Python

001 Module

002 Creating our own module

003 Random module

004 Datetime module

005 Source Code.html

006 Section Notes.html

10 - Errors & Exceptions In Python

001 Introduction to errors & exceptions

002 Syntax error

003 Logical error

004 Runtime error

005 Try & except block

006 Else block

007 Finally block

008 Coding Challenge 5.html

009 Coding Challenge 5 Solution.html

010 Source Code.html

011 Section Notes.html

11 - File Handling In Python

001 Introduction To File Handling

002 Opening A File

003 Reading Data From A File

004 Writing & Appending Data To A File

005 Opening Files Using With

006 Readline & Readlines

007 Strip Method

008 Saving User Data In A File

009 Reading Saved Names

010 Saving Complex Data

011 Serialization

012 Deserialization

013 Writing Serialised Data To File

014 Preserving Old Data

015 Reading User Data

016 Editing User Data

017 Deleting User Data

018 Coding Challenge 6.html

019 Coding Challenge 6 Solution.html

020 Source Code.html

021 Section Notes.html

12 - Lambdas, Map & Filter

001 Lambda Functions In Python

002 Map In Python

003 Using Map In Different Ways

004 Filter In Python

005 Generators In Python

006 Celsius to Fahrenheit Using Map

007 Extracting Initials From Name

008 Extracting Initials Using Map

009 Reversing a List Using Map

010 Source Code.html

011 Section Notes.html

13 - Object Oriented Programming In Python

001 Introduction To Object Oriented Programming In Python

002 Creating Class & Objects

003 Instance Attributes

004 Methods In Object Oriented Programming

005 Functional & OOP Based Way Of Writing Code

006 Inheritance

007 Multiple Inheritance

008 Multi-level Inheritance

009 Polymorphism

010 Method Overriding

011 Instance Method

012 Class Method

013 Static Method

014 Nested Classes

015 Nesting Class Example

016 Constructor Inheritance

017 Overriding Superclass Constructor

018 Using Super

019 Entire OOP Example Part 1

020 Entire OOP Example Part 2

021 Student Management System Using OOP

022 Creating Menu

023 Edit Student Data

024 Deleting Student Data

025 Source Code.html

026 Section Notes.html

14 - Regular Expressions In Python

001 Introduction To Regular Expressions

002 Writing Our First Regular Expression

003 Match & Search

004 Metacharacter In Regular Expression

005 Star Metacharacter

006 Plus Metacharacter

007 Plus Metacharacter Example

008 Curly Braces

009 Curly Braces Example

010 Wildcard

011 Wildcard Example

012 Optional Metacharacter

013 Optional Metacharacter Example

014 Caret Metacharacter

015 Character Class

016 Find All

017 Character Class & Find All

018 Finding Vowels

019 Shorthand For Numeric Characters

020 W Shorthand

021 S Shorthand

022 Combining Shorthands & Metacharacters

023 Matching Phone Numbers Part 1

024 Matching Phone Numbers Part 2

025 Matching Emails

026 Checking Validity Of Emails

027 Matching Dates

028 Source Code.html

029 Section Notes.html

15 - Tkinter

001 Introduction To Tkinter

002 Hello World

003 Understanding Tkinter Widgets

004 Buttons

005 Entry

006 Adding Two Numbers

007 Checkboxes

008 Beverage Selector

009 Radiobuttons

010 Frames

011 Adding Properties To Frames

012 Grid Layout Manager

013 Creating A Grid

014 Writing Tkinter Apps Using OOP

015 Menu

016 Statusbar

017 Toolbar

018 Messagebox

019 Source Code.html

020 Section Notes.html

16 - Project 1 Building Calculator App Using Tkinter

001 Building Calculator App Part 1

002 Building Calculator App Part 2

003 Building Calculator App Part 3

004 Building Calculator App Part 4

005 Building Calculator App Part 5

006 Building Calculator App Part 6

007 Building Calculator App Part 7

17 - Project 2 Building Database Apps With PostgreSQL & Python

001 Introduction To Databases

002 Introduction To PostgreSQL

003 Installing PostgreSQL On Windows

004 Installing PostgreSQL On Mac

005 Creating A Database

006 Creating Table & Adding Data

007 Reading Data From Database

008 Setting Up Virtualenv on Mac

009 Setting Up Virtualenv On Windows

010 Installing Psycopg2

011 Connecting To Database With Python Code

012 Creating Database Tables With Python

013 Adding Data To Database Tables With Python

014 User Submitted Data To Database

015 Creating App Layout

016 Adding Entries

017 Saving Entries To Database

018 Search Functionality

019 Listing All Entries

18 - Project 3 File Compression & Encoding In Python

001 Compressing Files In Python

002 Decompressing Files

003 Splitting Code Into Functions

004 Designing The GUI

005 Compressing Via GUI

006 Compressing Files From Local Directories

19 - Project 4 Text To Speech Converter Using Python

001 Generating Audio From Text Data

002 Converting File Data To Audio

003 Converting User Input To Speech

20 - Project 5 Implementing Password Hashing & Building A Password Validator

001 Introduction To Password Hashing

002 Implementing Password Hashing In Python

003 Building A Password Validator

21 - Project 6 Building A QR Code Generator With Python

001 QR Code Generator Part 1

002 QR Code Generator Part 2

22 - Project 7 Building A Video Downloader App

001 Creating The user Interface

002 Accepting Path To Download Videos

003 Getting Local Path

004 Making Download Button Functional

005 Testing Our App

006 Converting Videos To Mp3

23 - Project 8 Credit Card Validation Using Lhuns Algorithm

001 Building A Credit Card Validator Part 1

002 Building A Credit Card Validator Part 2

003 Building A Credit Card Validator Part 3

24 - Data Analysis Using Python

001 Introduction to Data Analysis Using Python

002 Installing Tools For Data Analysis

003 Converting Dictionaries to Series

004 Introduction to Data Frames

005 Introduction to Pandas & Series

006 Changing Column Sequence

007 Reindexing Series & DataFrames

008 Changing Columns & Transposing Dataframe

009 Deleting Rows & Coulumns

010 Arithmetic operations on dataframe and series

011 Arithmetic operations in between dataframe and series

012 Sorting series and dataframes

013 Sorting according to values

014 Handling duplicate values

015 Calculating sum, max & min values

016 Dropping nan values

017 Loading data from a file

018 Analyzing file data

019 Creating Numpy Array

020 19 Another way to create an array

021 Logspace & Linspace

022 Slicing a Numpy Array

023 Advanced indexing and slicing techniques

024 Broadcasting

025 Iterating using nditer

026 Plotting data using Matplotlib

25 - Project 9 Supermarket Data Analysis Project With Python & Pandas

001 Analysing Supermarket Sales Data Part 1 Reading CSV File

001 sales.csv

002 Analysing Supermarket Sales Data Part 2 Switching Up The Theme

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

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

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

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

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

008 Analysing Supermarket Sales Data Part 8 Finding Market Share

009 Analysing Supermarket Sales Data Part 9 Classifying Shoppers

010 Analysing Supermarket Sales Data Part 10 Analysing Memberships & Ratings

011 Analysing Supermarket Sales Data Part 11 Answering Multiple Queries

012 Analysing Supermarket Sales Data Part 12 Classifying Sales By Day

013 Analysing Supermarket Sales Data Part 13 Classifying Sales By Month

014 Analysing Supermarket Sales Data Part 14 Classifying Sales By Hour

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

26 - Django Make Web Apps Using Python & Django

001 Introduction To Django

002 Installing Django On Windows

003 Installing Django On Mac

004 Creating A Django Project On Windows

005 Creating A Django Project On Mac

006 Running Django Project On Localhost For Windows

007 Running Django Apps On Localhost For Mac

008 Understanding Significance Of Project Files

009 Creating Views

010 Creating Another view

011 What Is A Database

012 Creating Models In Django

013 Making Migrations

014 Adding Objects To Database

015 Creating Superuser

016 Passing Objects

017 Django Templates

018 Passing Context

019 DetailView Part 1

020 DetailView Part 2

021 DetailView Part 3

022 Removing Hardcoded URLs

023 Adding URLs To App

024 Namespacing URLs

025 Adding Staticfiles

026 Adding Bootstrap

027 Using Base Template

028 Adding Image Field

029 Getting Saved Images

030 Adding Own Images

031 Adding HTML Form

032 Submitting Form Data To Database

033 Edit Functionality

034 Fixing Errors & Issues

035 Update Functionality

036 Delete Functionality

037 Design Touchup For Index Page

038 Design Touchup For Detail Page

039 Source Code.html

27 - Project 10 Building A Todo App Using Django 3

001 Going From Idea To App

002 Installing Virtualenv

003 Setting Up The Project

004 Creating Model

005 Form View & Template

006 Handling Post Request

007 Adding Bootstrap

008 Read Functionality

009 Two Functionalities On Same Page

010 Styling Part 1

011 Styling Part 2

012 Styling Part 3

013 Delete Functionality

014 Adding Date To Tasks

015 Edit Functionality

016 Introduction To Class Based & Generic Views

017 Class Based Generic View Part 1 ListView

018 Class Based Generic View Part 2 DetailView

019 Class Based Generic View Part 3 UpdateView

020 Class Based Generic View Part 4 DeleteView

28 - Make Web Applications Using Python & Flask

001 Introduction To Flask

002 Installing Flask

003 Hello World

004 Routing

005 Variables

006 Debug Mode

007 Redirect & URL For

008 Receiving Requests

009 Templates

010 Passing Dynamic Data To Templates

011 Conditionals In Template

012 Using Loops In Template

013 Rendering Objects

014 Adding Bootstrap & Template Inheritance

015 Adding Navbar

016 Adding CSS

017 Adding Forms Part 1

018 Adding Forms Part 2

019 Configuring Databases

020 Creating Models

021 Adding Books To Database

022 Retrieving Data From Database

023 Implementing Edit Functionality Part 1

024 Implementing Edit Functionality Part 2

025 Implementing Delete Functionality

29 - Project 11 Building A Expense Manager With Flask, Python & ChartJs

001 Setting Up Flask Project

002 Creating Route To Accept Data

003 Creating Form

004 Styling The Form

005 Getting Values From The Form

006 Creating A Database Model

007 Adding Expenses To Database

008 Displaying Expenses

009 Styling Expenses Page

010 Adding A Navbar

011 Delete Functionality

012 Edit Functionality Part 1

013 Edit Functionality Part 2

014 Calculating Total

015 Displaying Total

016 Integrating ChartJs

017 Add View

30 - Project 12 Building A REST API with Python & Django Rest Framework

001 What is an API

002 Installing Django Rest Framework

003 Creating & Setting Up Django App

004 Setting Up API App

005 Creating Serializer For Model

006 Creating Another Endpoint

007 Update & Delete Functionality

008 Adding Images To API

009 Making The API Consumable

010 Setting Up React App

011 Fetching Data From API From React Front End

31 - Project 13 Learn How To Crawl Websites Using Python Web Crawling

001 Python Web Crawler Part -1

002 Python Web Crawler Part -2

003 Python Web Crawler Part -3

004 Python Web Crawler Part -4

005 Python Web Crawler Part -5

006 Python Web Crawler Part -6

007 Python Web Crawler Part -7

008 Python Web Crawler Part -8

009 Python Web Crawler Part -9

010 Python Web Crawler Part -10

011 Python Web Crawler Part -11

012 Python Web Crawler Part -12

013 Python Web Crawler Part -13

014 Python Web Crawler Part -14

015 Python Web Crawler Part -15

016 Python Web Crawler Part -16

017 Python Web Crawler Part -17

018 Python Web Crawler Part -18

019 Python Web Crawler Part -19

020 Web Crawler Source Code.html

32 - Complex Coding Challenges

001 Introduction.html

002 Complex Python Challenges.html

33 - Automation With Selenium Web Driver and Python

001 Introduction to Selenium

002 Installing Selenium

003 Opening a URL

004 Automating Google Search

005 Find Elements By XPATH

006 Clicking Links

007 Refreshing a Webpage

008 Using Forward and Backward Navigation Buttons

009 Scrolling and Getting the Current URL

34 - Project 14 Building A Facebook Auto Poster

001 Building A Facebook Auto Poster

35 - Python Best Practices Writing Clean & Efficient Python Code

001 Writing Clean Python Code Best Practices part 1

002 Writing Clean Python Code Best Practices part 2

003 Writing Clean Python Code Best Practices part 3

004 Writing Clean Python Code Best Practices part 4

005 Writing Clean Python Code Best Practices part 5

36 - Project 15 Building A Chat Application Using Network & Socket Programming

001 IP Address

002 Ports & Sockets

003 Creating A Client

004 Sending Messages

005 Using Buffer

006 Building The Messaging Functionality

007 Sending Messages To Client

008 Programming Send Functionality

009 Completing Our Chat App

37 - Image Processing With OpenCV & Python

001 Introduction To OpenCV

002 Installing OpenCV

003 Archive.zip

003 Resources.html

004 Reading & Displaying Images

005 Capturing Video From Webcam

006 Drawing Shapes On Images

007 Mouse Callback Events

008 Manipulating Pixels

009 Color Spaces In OpenCV

010 Object Tracking In Images

011 Object Tracking In Videos

012 Simple Thresholding

013 Simple Thresholding Implementation

014 Adaptive Thresholding

015 Adaptive Thresholding Implementation

016 Geometric Transformation Of Images

017 Geometric Transformation Of Images Implementation

018 Image Blurring

019 Image Blurring Implementation

020 Averaging

021 Gaussian Filtering

022 Open CV Updates.html

38 - Miscellaneous Content

001 Updating entries in Django with UpdateView

002 Bootstrap For Django Introduction.html

003 Bootstrap part 1 Introduction To Bootstrap

004 Bootstrap Part 2 Adding Bootstrap To Our Site

005 Bootstrap Part 3 Bootstrap Grid System

006 Bootstrap Part 4 Grid Classes Part 1

007 Bootstrap Part 5 Grid Classes Part 2

008 Bootstrap Part 6 Grid Column Offset

009 Bootstrap Part 7 Making Images Responsive

010 Bootstrap Part 8 Nesting of Rows & Columns

39 - Regular Expressions Revisited

001 Introduction to Regular Expressions & Raw Strings

002 Search & Match Methods

003 Introduction To Meta Characters

004 Star Meta Character

005 Introduction To Plus Meta Character

006 Plus Meta Character Example

007 Introduction To Curly Braces

008 Curly Braces Example

009 Introduction To Wildcard

010 Wildcard Example

011 Optional Meta Character

012 Caret Meta Character

013 Character Classes Part 1

014 Character Classes Part 2

40 - Conclusion

001 Conclusion

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تولید کننده: Udemy-Training