Python-Tutorial-with-Excercise. Step by step instruction. Hope you enjoy!
• What can Python do?
• Why Python?
• Good to know
• Python Syntax compared to other programming languages
• Python Install
• The print statement
• Comments
• Python Data Structures & Data Types
• String Operations in Python
• Simple Input & Output
• Simple Output Formatting
• Operators in python
• Indentation
• The If statement and its’ related statement
• An example with if and it’s related statement
• The while loop
• The for loop
• The range statement
• Break &Continue
• Assert
• Examples for looping
• Create your own functions
• Functions Parameters
• Variable Arguments
• Scope of a Function
• Function Documentations
• Lambda Functions& map
• n Exercise with functions
• Create a Module
• Standard Modules
• Errors
• Exception handling with try
• handling Multiple Exceptions
• Writing your own Exception
• File handling Modes
• Reading Files
• Writing& Appending to Files
• Handling File Exceptions
• The with statement
• New Style Classes
• Creating Classes
• Instance Methods
• Inheritance
• Polymorphism
• Exception Classes & Custom Exceptions
• Iterators
• Generators
• The Functions any and all
• With Statement
• Data Compression
• List Comprehensions
• Nested List Comprehensions
• Dictionary Comprehensions
• Functions
• Default Parameters
• Variable Arguments
• Specialized Sorts
• namedtuple()
• deque
• ChainMap
• Counter
• OrderedDict
• defaultdict
• UserDict
• UserList
• UserString
• Introduction
• Components and Events
• An Example GUI
• The root Component
• Adding a Button
• Entry Widgets
• Text Widgets
• Check buttons
• Introduction
• Installation
• DB Connection
• Creating DB Table
• INSERT, READ, UPDATE, DELETE operations
• COMMIT & ROLLBACK operation
• handling Errors
• Introduction
• A Daytime Server
• Clients and Servers
• The Client Program
• The Server Program
• sleep
• Program execution time
• more methods on date/time
• Filter
• Map
• Reduce
• Decorators
• Frozen set
• Collections
• Split
• Working with special characters, date, emails
• Quantifiers
• Match and find all
• character sequence and substitute
• Search method
• Class and threads
• Multi-threading
• Synchronization
• Treads Life cycle
• use cases
• Introduction
• Facebook Messenger
• Openweather
• Django Overview
• Django Installation
• Creating a Project
• Usage of Project in depth Discussion
• Creating an Application
• Understanding Folder Structure
• Creating a Hello World Page
• Database and Views
• Static Files and Forms
• API and Security
Syntax
Keywords in Python
Comments in Python
Learn Python Variables
Learn Python Data Types
Indentation and why is it important in Python
f-string in Python
Print without newline in Python
Python | end parameter in print()
Python | sep parameter in print()
Python | Output Formatting
Taking Input in Python
Taking Multiple Inputs from users in Python
Numbers
Booleans
Python List
Python Tuples
Python Sets
Python Dictionary
Python Arrays
Type Casting
Comparison Operators
Logical Operators
Bitwise Operators
Assignment Operators
Membership & Identity Operators | Python "in", and "is" operator
Nested if statement
Python if-elif-else Ladder
Python If Else on One Line
Ternary Condition in Python
Match Case Statement
While Loop
Loop control statements (break, continue, pass)
Python List Comprehension
Python Dictionary Comprehension
Python Function Global and Local Scope Variables
Use of pass Statement in Function
Return statemen in Python Function
Python range() function
*args and **kwargs in Python Function
Python closures
Python ‘Self’ as Default Argument
Decorators in Python
Python closures
Map Function
Filter Function
Reduce Function
Lambda Function
Polymorphism
Inheritance
Abstract
Encapsulation
Iterators
Try and Except
Built-in Exception
User defined Exception
Quiz: Exception Handling
Different File Modes
Read Files
Write/Create Files
OS Module
pathlib Module
Directory Management
Python MySQL
Python DSA Libraries
Python GUI Libraries
Pandas
Matplotlib
Seaborn
Statsmodel
Scikit-learn
XGBoost / LightGBM
TensorFlow and Keras
PyTorch
Django
SQLite
SQLAlchemy
Django ORM
Jinja2 (Flask)
Django Templates
Flask-RESTful
Django REST Framework (DRF)