Python

What is Memory Management

Three areas of Memory Management

Memory management at Hardware level

Memory management at OS level

Memory management at Application level

How important is memory management

What is Memory management in Python

Python memory allocation - Static memory and Dynamic memory

2 parts of memory - Stack and Heap

Garbage collector

Reference counting in Python

Transfering the garbage collector

Importance of Performing Manual Garbage Collection

Python Memory Management

Common Ways to Reduce the Space Complexity

Python Installation on windows

Check Python version on windows

Verify Python is installed?

Verify pip was installed?

What is IDLE and editors

How to run Python program using IDLE

How to install visual studio

Executing Python program

Identifiers and rules to write identifiers

Constants and variables

Keywords or reserved keywords

Python comments

Python syntax

Lines and Indentation

Python user input

Text type

Numeric types

Sequence type (range vs xrange)

Mapping types

Boolean types

Binary types

None type

Type casting

Arithmetic operators simulation

Assignment operators simulation

Comparison operators simulation

Logical operators

Identity operators simulation

Membership operators simulation

Bitwise operators simulation

Precedence and Associativity of Operators

Ternary operator

What are control flow statements in Python?

Decision control statements

Python conditions and indentation

simple if flow

if else flow

nested If flow

if elif else flow

elif ladder

short hand if, if else flow

Multiple conditions in if using and or operator

What other languages do? Which one is better?

Transfer statements

Break

Continue

Pass

Iterative statement

For

While

Pattern programs

Data types in brief

How to define string

How to access string and indexing

String slicing

Mutable and immutable

Mathematical Operators for string (+,*)

Comparison of string

String membership

Format string

Escape character

Removing spaces from string

Finding substring

Counting substring and len()

Replacing a string

Splitting and Joining of string

Changing case of a string

Checking starting and ending part of the string

Methods to check type of characters present in string

Revision string methods

What is list and its creation

Accessing elements of list

Mutability and immutability

List Traversing

Functions of list - get information about list

Manipulating list

Ordering elements of list

AIterative statement

Use of mathematical operators for list

Comparison and membership operators

Nested list

List comprehension

What is tuple and how to create tuple

Accessing tuple

Mathematical Operators for tuple

Functions of tuple

Tuple Packing unpacking

Tuple comprehension

Difference between list and tuple

SET and its creation

Important functions of set

Mathematical Operations on set

Membership operators

Set comprehension

Set won't support slicing and indexing

Dictionary and its creation

Accessing dict data

Updating and deleting dict

Loop dictionaries

Important functions of dict

Dict comprehension and nested dictionaries

Functions and its types

Parameters

Return statement

Types of arguments part 1

Types of arguments part 2

Types of variable

Namespaces and Global keyword

Recursive function

Nested function

What is anonymous function

Difference between normal function and anonymous function

Lambda function in detail

Filter, map and reduce functions

Decorators

Calling decorators

Decorator chaining

Generators

Advantages of Generators

Generators vs Normal collections wrt performance

Iterators

What is Module

Module aliasing

Various possibilities of import

Reloading a module

Finding members of module by using dir()

The special variable name

What is package

init.py

What is library

Random module

Math module

Python Imaging Library (PIL)

MoviePy

pyscreenshot

What is Date Time module and its classes

Date class and its attributes

Date class methods

Time class and its attributes

Time class and its methods

DateTime class and its attributes

DateTime class and its methods

Timedelta class and its attributes

Timedelta class and its methods and operations supported

Tzinfo and timezone class

File handling basics and types of files

Opening a file with different modes and closing file

Various properties of file object

Writing data and reading data from text file

The with statement, seek(), tell()

OS module and working with directories

OS module functions

Running other programs from python program

Handling Binary data

Handling CSV file

Zipping unzipping files

Types of errors

What is Exception

Pythons Exception handling hierarchy

Customized try except - with try except, without try except

Control flow in try except

Printing exception information

Try with multiple except blocks

Single except block can handle multiple exceptions

Default except block

Finally block

Control flow try except and finally

Nested try except finally

Else with try except finally

All possible combinations of try except finally

Types of exceptions

What is log and log file in programming

Logging the exception

Logging levels

BasicConfig and formatting

Python logging getlogger

File handler working with file handlers

Different logger object

Classes and functions

Capturing stack traces

What is JSON

JSON to Python and Python to JSON

Json dumps

Json loads

Serializing deserializing

Pickling unpickling

Need of pickling and unpickling

What is Reg ex

Character classes

Quantifiers

Important functions of re module

Symbols

Web scrapping using reg exp

Programs related to reg exp

Multi Threading and its types

Ways of creating thread in Python

Difference in program with - without multi threading

Thread identification number(ident)

Function/methods on multithreading

Daemon Threads

Synchronization

Difference between lock and semaphore

Inter thread communication

What is class

How to define class

What is object

Reference variable

Self

Constructor

Difference between constructor and methods

Types of variables - instance variable, static variable, local variable

Types of methods - instance method, setter getter method, class method, static method

Inner class

Garbage collectors

Garbage collection methods

Destructor

What is inheritance

Super class sub class

Benefits of inheritance

Creating child class

Types of inheritance - single inheritance, multilevel inheritance, multiple inheritance, hierarchical inheritance, hybrid inheritance

What is Polymorphism

How to use Polymorphism

Duck typing (philosophy)

Strong typing and hasattr() function

Overloading and its types

Operator overloading

Method Overloading

Constructor overloading

Method overriding

Constructor overriding

What is encapsulation

Why we need encapsulation

How to achieve encapsulation in Python

Access modifiers in encapsulation

Private members

Public method to access private members

Name Mangling to access private members

Protected members

Advantages of encapsulation

Data Abstraction in Python

Why abstraction is important

Abstraction classes in Python

Abstract base class ABC and its working

What is database

Python supports various databases

Why we are using MySQL

MySQL driver installation

Learn to write connector

Creating connection

Check connection

Close connection

Create database

Create table

Primary key

Foreign key

CRUD operation

Close connection

MySQL INSERT

Cursor Methods and Execute methods

MySQL select

Fetch methods, row properties rowcount,id

MySQL WHERE

Wildcard characters

MySQL ORDER BY

MySQL DELETE

Commit and rollback

MySQL drop table

MySQL UPDATE

MySQL LIMIT

MySQL JOIN

Parameterized query, Tuple parameter,dictionary parameter

What is the purpose of collection module

Counters

Ordered dict

Default dict

Chainmap

Namedtuple

DeQue

UserDict

UserList

UserString

Python fundamental Programs

Calculator

Password Generator

Tic Tac Toe

Rock Paper Scissors

Chat Bot

BMI Calculator

Story Generator

Quizz

Create Acronyms

Introduction to Django

Django Project and App life cycle

Creating Project and App

Django Templates and Static

Django Models

Django Forms

Django Views

Django Sessions and Cookies

Django Serialization,Deserialization and Mixins

Django Authentication and Authorization

Django Middleware

Send Email in Django and CSV,PDF files and GIT & Github

Django Rest Framework Introduction

Django Rest Framework Views

Django Rest Framework Authentication And Authorization

Django Rest Framework Pagination and Routers

Learn basics of Artificial Intelligence with Python

Learn basics of Machine Learning with Python

Learn Data Science basics with Python