Course Overview

PYTHON BASICS

• Introduction of python

• Installation of Python and IDE

• Python Variables

• Python basic data types

• Number & Booleans, strings

• Arithmetic Operators

• Comparison Operators

Python Control Statement

• IF Conditional statement

• IF-ELSE

• NESTED IF

• Python Loops basics

• WHILE Statement

• FOR statements

Python Data Structures

• Basic data structure in python

• Basics of List

• List: Object, methods

• Tuple: Object, methods

• Sets: Object, methods

• Dictionary: Object, methods

Python Functions

• Functions basics

• Function Parameter passing

• Lambda functions

• Map, reduce, filter functions

ADVANCED PYTHON

Object Oriented Programming (oop) in python

• Decorators

• Generators

• Context Managers

• Metaclasses

• Inheritance and Polymorphism

• Encapsulation and Abstraction

• Class methods and static methods

• Special (magic/dunder) methods

• Property decorators – getters, setters, and deletes

Python File Management

• Working with files

• Reading and writing files

• Buffered read and write

• Other file methods

• Logging & Debugger

• Modules and import statements

SQL and MangoDB

• SQL Basics 

• Creating DB Table

• INSERT, READ, UPDATE, DELETE

• Introduction to MongoDB

• CRUD operations in MongoDB

Collections and Container Datatypes

• namedtuple(), deque, ChainMap,

• Counter, OrderedDict, defaultdict,

• UserDict, UserList, UserString

Python Exception Handling

• Exceptions handling with try-except

• Custom exception handling

• List of general use exception

• Best practice exception handling

Generators and Iterators

• Generators, Iterators

• The Functions any and all

• With Statement

• Data Compression

Network Programming

• A Daytime Server

• Clients and Servers

• The Client and Server Programs

Python Thression and Multithreading

• Classes and Threads

• Multi-threading; thread life cycle

Regular Expression

• Regular Expression Syntax

• Group, Split and wildcards

• Quantifiers

• Match, Search and Find all methods

• Character Sequence

Image Processing and Object Detection

• Introduction to OpenCV, Installation

• Basic Operations on Images

• Image Filtering

• Image Classification

GIT

• Introduction to GIT

• Basic Git commands