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1. Overview
Why do we need Python? Program structure2. Environment Setup
Python Installation
Execution Types
What is an interpreter?
Interpreters vs Compilers
Using the Python Interpreter
Interactive Mode
Running python files
Working with Python shel
l Integrated Development Environments (IDES)
Interactive Mode Programming
Script Mode Programming
3. Basic Concepts
Basic Operators
Types of Operator
Python Arithmetic Operators
Python Comparison Operators
Python Assignment Operators
Python Bitwise Operators
Python Logical Operators
Python Membership Operators (in, not in)
Python Identity Operators (is, is not)
Python Operators Precedence
4. Basic Concepts
Data Types
Variables
Assigning Values to Variables
Multiple Assignment
Python Numbers
Python Strings
Accessing Values in Strings
String Special Operators
String Formatting Operator
Triple Quotes
Built-in String Operations
Python Lists
Accessing Values in Lists
Updating Lists
Delete List Elements
Basic List Operations
Indexing, Slicing, and Matrixes
Built-in List Functions & Methods
Python Tuples
Accessing Values in Tuples
Updating Tuples
Delete Tuple Elements
Basic Tuples Operations
Indexing, Slicing, and Matrixes
No Enclosing Delimiters
Built-in Tuple Functions
Python Dictionary
Accessing Values in Dictionary
Updating Dictionary
Delete Dictionary Elements
Properties of Dictionary Keys
Built-in Dictionary Functions & Methods
5. Basic Operators in Python
Types of Operator
Python Arithmetic Operators
Python Comparison Operators
Python Assignment Operators
Python Bitwise Operators
Python Logical Operators
Python Membership Operators (in, not in)
Python Identity Operators (is, is not)
Python Operators Precedence
6. Loops and Decision Making
if statements
..else statements
nested if statements
while loop
for loop
nested loops
Loop Control Statements
1) break statement
2) continue statement
3) pass statement
1. Functions Defining a Function Syntax
Calling a Function
Pass by reference vs value
Function Arguments
Required arguments
Keyword arguments
Default arguments
Variable-length arguments
The return Statement
Scope of Variables
Global vs. Local variables
2. Python Modules and Packages Framework vs Packages
Folium Introduction
Why are modules used?
Creating modules
The import Statement
The from...import Statement
The from...import * Statement
Locating Modules
The PYTHONPATH Variable
Namespaces and Scoping
The dir( ) Function
The globals() and locals() Functions
The reload() Function
Packages in Python
3. Basic OOPs Concept
Creating class in Python
Documented String
Private Identifier
Constructor
Inheritance
Polymorphism
4. Decorator, Iterator and Generator
5. Anonymous Function
Lambda
Map
Filter
Reduce
1. File Manipulation
Opening Text File
Working with a File on Python
The open function
File modes
The file object attributes
close() method
write() method
read() method
Files: Input
Files: Output
Reading files
Renaming & deleting files
Writing into a file
remove() method
2. Python GUI
Basic Operations using Tkinter
Buttons and Textbox
Menu Bar
Message Box and Radio Button
Checkbox and Event Creating
Creating Application in GUI
3. SQL and Python
Overview of SQLite
Integrating Python with SQLite
4. NoSQL and Python
Overview of NoSQL
Integrating Python with NoSQL
5. Project Demonstration Tkinter with SQL Project Demonstration Tkinter with SQL
6. Other Concepts
Errors and Exception Handling
Standard exceptions
Assertions in Python
The assert Statement
What is Exception?
Handling an exception
Syntax
The except Clause with No Exceptions
The except Clause with Multiple Exceptions
The try-finally Clause
Argument of an Exception
Example with Tkinter Application
Regular Expression
Powerful Utilities
Multithreading
List Comprehensive
Shallow and Deep Copy
Unit testing
7. Advanced Concept -- Overviews
Networking Overview
Sending and Receiving Email by Python
Basics of Pandas and Numpy
How to use Anaconda
How to create dashboard
Overview of Django with practicles