Complete Python Bootcamp For Everyone From Zero to Hero 2023

Throughout this comprehensive course, we cover a massive amount of tools and technologies, including:
Section 1 – Why We Program?

• Getting Started with Python
• Why Should You Learn to Write Programs?
• Computer Hardware Architecture
• Installing Python on Mac
• Installing Python on Windows
• Learning a New Language
• The First Conversation with Python
• What is a Bug? What are the Types of Bug?
• What is Debugging?
• Interpreter and Compiler
• Bug, Debugging and Error Types
• Code Editors and IDEs
• Getting Started with Code Editors
• Introduction Quiz
• Print Statement
• Solution to Print Statement Coding Exercise

Section 2 – Variables, Expressions and Statements

• Values and Types
• Variables
• Values and Types Quiz
• Variables Quiz
• Coding Exercise Switch Values
• Switch Values
• Operations and Expressions
• Input Function – Asking the User for Input
• Coding Exercise Input Function
• Type Errors and Type Conversion
• Comments in Python
• Variable Naming
• Variable Naming Quiz
• Coding Exercise – Data Types – Weeks in Years
• f Strings and Rounding Numbers
• Mathematical Operations Quiz

Section 3 – Real Python Projects ( Variable, Expressions and Statements)

• Project 1 Greeting
• Project 2 Band Name Generator
• Project 3 Gross Pay
• Project 4 Celsius to Fahrenheit
• Project 5 Trip Cost Calculator

Section 4 – Conditional Execution

• Boolean Expressions
• Conditional Execution (IF)
• Coding Exercise – Even or Odd
• Nested Conditionals
• Chained Conditionals (IF/ELIF/ELSE)
• Body Mass Index (BMI) Calculator
• Multiple IF Statements
• Coding Exercise – Burger Order
• Logical Operators
• Try and Except
• Conditional Execution

Section 5 – Real Python Projects ( Conditional Execution)

• Project 6 – Gross Pay with Overtime
• Project 7 – Leap Year
• Project 8 – Love Calculator
• Project 9 – Gross Program using Try and Except
• Project 10 – Score Checker

Section 6 – Python Functions

• Function Calls and Built in Functions – Type and Math Functions
• Built in Functions
• What is a Module? – Python Math Module
• Module Quiz
• Coding Exercise – Area of Circle
• Coding Exercise – Factorial
• Randomisation in Python
• Coding Exercise -Random – Coin Toss
• Creating New Functions – User Defined Functions
• Indentation in Python
• Indentation Quiz
• Functions in Practice
• Function with Inputs – Parameters and Arguments
• Coding Exercise – Area of Square
• Coding Exercise – Volume Converter
• Positional and Keyword Arguments
• Coding Exercise – Painting the Wall
• Functions with Outputs
• Coding Exercise – Concatenate
• Multiple Returns
• Password Controller
• Solution to Password Controller
• Docstrings
• Print or Return?
• Why Functions?

Section 7 – Real Python Projects (Python Functions)

• Project 11 – Leap Year with Function
• Project 12 – Gross Pay with Functions
• Project 13 – Cold, Warm and Hot
• Project 14 – Maximum of Three Numbers

Section 8 – Iteration (Lists)

• Understanding the Lists
• For Loop
• Updating Variables
• Coding Exercise – Highest Score
• Coding Exercise – Find Integer Numbers
• Coding Exercise – Sum of Above Average Scores
• Loop Over Custom Function
• Using range() Function with For Loop
• Coding Exercise – Adding Odd Numbers
• Coding Exercise – Adding Even Numbers in ANY Range
• For Loop in Practice
• While Loop
• While Loop in Practice – Hurdle 2
• Finishing iterations with CONTINUE and BREAK
• Factorial using Loop
• Maximum and Minimum of Input Numbers

Section 9 – Real Python Projects (Iteration)

• Project 15 – Dice Rolling Simulator
• Project 16 – Fizz Buzz Game
• Project 17 – Guessing the Number
• Project 18 – Password Generator
• Project 19 – Rock, Paper and Scissors

Section 10 – Introduction to Data Structures

• What is a Data Structure?
• What is an Algorithm?
• Why are Data Structures and Algorithms important?
• Types of Data Structures

Section 11 – Strings

• What is a String?
• Coding Exercise – Sum of Digits of 2 Digit Number
• String Traversal
• Coding Exercise – Backward Traversal
• Coding Exercise – Sum of Digits
• Coding Exercise – Count Characters in a String
• String Operations
• Coding Exercise – First and Last 2 Characters
• String Methods
• Coding Exercise – Replace Character in a String
• String Methods Quiz
• Parsing Strings
• Escape Sequence
• String Formatting
• Coding Exercise – Format a String
• Coding Exercise – Print Pattern
• Project 20 – String Formatting

Section 12 – More on Python Lists

• More on Lists
• Coding Exercise – Square Of Items
• Index Out Of Range
• List Operations
• Index Quiz
• Coding Exercise – Reverse a List using Slice Operator
• List Methods Practice
• Coding Exercise – Update the First Occurrence
• Coding Exercise -First and Last Characters
• List and Functions
• Coding Exercise – Create a List from Two Lists
• Coding Exercise – Remove and Add
• Coding Exercise – Three Equal Chunks
• Strings and Lists
• Coding Exercise – Format List
• Nested List
• Coding Exercise – Add Item in Nested List
• Coding Exercise – Extend Nested List
• Objects and Values
• Coding Exercise – List Addition with Function
• Coding Exercise – Concatenate Two Lists in One List Item Wise

Section 13 – Real Python Projects (List)

• Project 21 – Bill Roulette
• Project 22 – Find the Gold
• Project 23 – Escaping the Maze (From Previous Section)
• Project 24 – Cryptography with Python Caesar Cipher
• How to Encrypt Data?
• Debugging Encrypt Function
• How to Decrypt Data?
• Debugging Decrypt Function
• Putting Encrypt and Decrypt Together
• Code Optimization
• Project 25 – Practice What We Learned
• Dividing the Program into Steps
• Project 26 – Putting Everything Together (Hangman)

Section 14 – Dictionaries

• What is a Dictionary?
• Creating Dictionary and Accessing Dictionary Elements
• Insert/Update an Element in Dictionary
• Coding Exercise – Generate Dictionary
• Traverse / Search for Element in Dictionary
• Coding Exercise – Multiply Dictionary Items
• Coding Exercise – Student Grades
• Remove Elements from Dictionary
• Coding Exercise – Rename Key
• IN / NOT IN Operators with Dictionary
• Coding Exercise – Count Characters in a Word
• Nested Dictionaries
• Handling Missing Keys in Dictionary – get() and setdefault() methods
• Keys in Dictionary – fromkeys() and keys() methods
• Coding Exercise – Group Value Types
• Dictionary items() Method
• Coding Exercise – Length of Dictionary Values
• Dictionary update() Method
• Coding Exercise – Concatenate Three Dictionaries
• Dictionary values() Method
• Coding Exercise – Remove Empty Items
• Reference to Dictionary – copy() Method
• Coding Exercise – Merge Two Dictionary
• Deep Copy
• Coding Exercise – Custom Deep Copy for List Values
• Dictionary Operations and built in Python Functions
• Dictionary vs List
• Dictionary Quiz

Section 15 – Real Projects (Dictionary)

• Project 27 – Calculate Total Price
• Project 28 – Blind Auction Program
• Project 29 – Quiz APP

Section 16 – Tuples

• What is a Tuple?
• Why Tuples?
• Unpacking Tuples
• Coding Exercise Sum Tuple Elements using Unpack
• Traverse Tuple – Enumerate()
• Coding Exercise Even Index with Enumerate
• Searching in Tuple
• Tuple Operations / Functions
• Coding Exercise Find Most Frequent Item
• Nested Tuples
• Nested Tuple Indexing
• Tuple vs List
• Coding Exercise Convert Tuple to Dictionary
• Tuple Quiz
• Project 30 – English to Pig Latin
• Project 31 – Music APP

Section 17 – Sets

• What is Set? Set Terminology
• Sets in Python
• Set Membership
• Adding Members to Set
• Coding Exercise Adding Members from List
• Coding Exercise Remove Duplicates
• Deleting Items from Set
• Delete Restricted Items Using Remove Method
• Union Set
• Coding Exercise Combine Sets
• Coding Exercise Union List of Sets
• Set Intersection
• Set Subtraction
• Set Symmetric Difference
• Modifying Sets
• Subsets and Supersets

Section 18 – Real Projects (Sets)

• Project 32 – Powerball Lottery

Section 19 – Data Structures and Algorithms in Python

• Python Programming Data Structures
• Python Programming Algorithms

Section 20 – Recursion

• What is Recursion?
• Why do we need Recursion?
• The Logic Behind Recursion
• Recursive vs Iterative Solution
• How to write a recursive solution in steps?
• Fibonacci Numbers using Recursion
• Coding Exercise ‘a’ to the power ‘b’ – using Recursion

Section 21 – Project 33 – Flooder Game

• bext Module in Python

Section 22 – Scope in Python

• Global vs Local Scope
• Block Scope in Python
• Modify Global Variable
• Python Constants and Global Scope
• Scope Quiz
• Project 34 – BlackJack – Practice What we have learnt

Section 23 – Debugging – Find and Fix Programming Errors

• Identify the Problem (Error)
• Reproduce the Bug
• Analyse Each Line
• Fix Errors – IDE Messages
• Using print() in Debugging
• Debugger Tools
• Error Types – Syntax Errors
• Runtime Errors
• Logical Errors
• Handling the Errors
• Raise Your Own Exceptions
• Handling Exceptions

Section 24 – Regular expressions

• What is Regular Expression?
• Metacharacters
• Groups and Alteration
• Repetition in Regular Expression Patterns ( ?, *,)
• Greedy and Non Greedy Matches
• Character Classes
• Custom Character Classes
• Caret, Dollar and Dot / Dot-Star
• Anchors
• Grouping Constructs
• Regex Matching with Flags
• re Searching Functions
• re Substitution Functions
• re Utility Functions
• Project 35 – Phone and Email Scraper

Section 25 – Local Development Environment – Installing PyCharm

• Steps for setting up Local Development Environment
• Download PyCharm (Windows/Mac)
• Install PyCharm on Mac
• Install PyCharm on Windows
• Common Features of PyCharm
• Project 36 – Strong Password Detection using Local Development Environment

Section 26 – Files and Directories

• File Systems
• Terminal on Mac and Command Prompt Windows
• Relative and Absolute File Paths
• Quiz Paths
• Navigate the File System with OS Module
• Get File Details with OS Module
• List All Files in Directory Recursively
• Filename Matching with glob Module
• Python’s New Pathlib Module
• Operating System Differences
• Find Last Modified File using Pathlib
• File System Modules (os, glob, pathlib)
• Project 36 – Display a Directory Tree
• Project 37 – Rename all Files in a Directory TODO
• Open and Read Files Text Files
• File Cursor, Read Line and Read Lines
• Searching Through a File
• Reading File Challenge / Exercise
• Parsing Text File
• File Modes
• Writing to Files
• Printing a Text to Files
• Time Table Exercise – (File Writing)
• What is a Binary File?
• Writing and Reading to Binary File
• Shelve Module
• Data Manipulation with Shelve
• Moving and Copying Files
• Deleting Files
• Project 38 – Quiz using Files

Section 27 – Object Oriented Programming – OOP

• What is OOP? Why we need it?
• Object Oriented Thinking
• OOP Concepts Classes, Objects, Attributes and Mehtods
• Constructing Objects – Accessing Attributes and Methods
• BlackJack OOP
• Classes – Create Your Own Class
• Class Attributes
• Class Methods
• Checking Instance Types
• Encapsulation
• Getters and Setters
• Inheritance
• Inheritance with Parameters
• Inheritance Challenge
• Overriding Methods
• Project 39 – Bike Rental System using OOP
• datetime Module in Python

Section 28 – Excel Automation – Openpyxl Library

• Introduction – Advantages and Use Cases of Openpyxl
• Reading Excel Spreadsheets
• Iterating Through Excel
• Columns, Rows and Cells
• Manipulate Excel Data
• Project 40 – Automate Daily Routine Excel Task
• Create Spreadsheet, Sheets and Update Cells
• Manage Rows and Columns
• Generate Random Excel Data – Challenge
• Excel Formulas
• Cell Styles
• Conditional Formatting
• Charts
• Line Charts – Coding Challenge
• Project 41 – Transpose Excel File from Rows to Columns

Section 29 – PDF Automation

• Extract PDF Metadata and Text
• Create, Merge and Copy PDFs
• Split, Rotate and Overlay
• Decrypt and Encrypt
• Project 42 – Combine Specific Pages (add cover page) to PDF

Section 30 – Web Scraping with Beautiful Soup

• What is Web Scraping?
• Basic HTML Skills
• Parsing HTML with Beautiful Soup
• Find and Select Specific Elements
• Steps for Web Scraping a Real Website
• Do All Websites Allow Web Scraping?
• Project 43 – Beautiful Soap – Airpods rating on Amazon

Section 31 – Selenium Library – Python BOTs

• Why Selenium?
• Setup Selenium
• How Select Elements in Website
• Scrap Data using Selenium
• How to Clicking Buttons and Filling Text Fields
• Sending Special Keys and Browser Buttons
• Project 44 – Selenium – Follow on Instagram

Section 32 – GUI Automation

• What is GUI Automation? Installing PYAUTOGUI Module
• Mouse Movement
• Mouse Interaction
• Mouse Drag – Challenge
• Screenshot and Image Recognition
• Controlling the Keyboard and Show Messages
• Project 45 – GUI Automation – Looking Busy
• Project 46 – Form Filler

Section 33 – Working with CSV Data – The Pandas

• Reading CSV
• Data Types and Basic Statistics
• Pandas Data Structures – Series
• Accessing Series Elements
• Pandas Data Structures – DataFrame
• Accessing DataFrame
• Query Dataset
• Group and Aggregate the Data
• Write to CSV

Section 34 – Turtle Module

• Introduction to Turtle Graphics
• Move Turtle
• Draw Shape – Challenge
• Drawing and Filling Present Shapes
• Drawing Polygons
• Draw Dashed Shapes
• RGB Color – Generate Random Color
• Screen and Turtle Properties
• Move Random Directions – Challenge
• How to Create Games with Turtle
• Write Method – Default Values for Function Arguments
• Project 47 – Draw Panda
• Project 48 – Draw National Flag of India
• Project 49 – Draw National Flag of Your COUNTRY
• Project 50 – Schengen Countries
• Project 51 – Turtle Race
• Project 53 – Snake Game using OOP

Section 35 – Tkinter Module

• Introduction to Tkinter
• Creating and Configuring Widgets
• Unlimited Positional and Keyword Arguments (*args and **kwargs)
• Widget Placement – Geometry Managers
• Handling Events
• Label Widget
• Button Widget
• Check and Radio Buttons
• Entry Widget
• Combobox and Spinbox
• Progress Bar and Scale
• Organize Widgets with Frame
• Frame Widget
• Top Level Window Widget
• Paned Window Widget
• Notebook Widget – Tabs
• Project 54 – Feedback Form
• Project 55 – Pomodoro App
• Project 56 – Text Editor

Section 37 – Using SQLite in Python

• What is SQLite?
• Project 55 – SQLite App
• Project 56 – Bookstore

Section 38 – Using MySQL in Python

• What is MySQL?
• Project 57 – MySQL App

Section 39 Using PostgreSQL in Python

• What is PostgreSQL?
• Project 58 – PostgreSQL

Section 40 – Web Services – RESTful APIs with Flask

• Create API using Flask
• Project 59 – APIs

Section 41 – Advanced Python

• Lambda
• List Comprehension
• Generators
• Decorators
• Multithreading in Python
• Data and Meta Classes

Section 42 – Data Analyses and Visualization

• Matplotlib
• Seaborn

Section 43 – Real Projects

• Project 60 – 100

Who this course is for:

• If you want to learn Python from scratch through building fun and useful projects, then take this course.
• If you want to start your own startup by building your own apps.
• If you are an experienced programmer wanting to switch to Python then this is the quickest way through real coding projects.
• If you are an intermediate Python programmer this course will help you to level up.

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