Python Syllabus

Introduction

· What is Python?

· History of Python

· Who Uses Python?

· Features of Python

· Python Applications

· Python Versions

Software & Installation

· How to Download and Install Python

· Online Python IDLE

· Python Real-time IDEs like Spyder, Jupyter Note Book, PyCharm, Visual Studio Code ..etc

Python Language Fundamentals

· Print statement

· Python VS JAVA

· Identifiers

· Keywords/ Reserved words

· Constants & Variables

· Data types

· Simple Input & Output

· Comments in Python

· Output Formatting

Operators In Python

· Arithmetic Operators

· Assignment Operators

· Comparison Operators

· Logical Operators

· Identity Operators

· Membership Operators

· Bitwise operators

· Terinary Operator

Python Program Flow (Conditional, Iterative & Transfer Statements)

· Indentation

· If

· If-else

· If-elif-else

· Nested-if

· for

· while

· Nested loops

· Break

· Continue

· Pass

Strings

· Creating

· Formatting

· Indexing

· Slicing

· String methods

Lists

· Creating

· Properties

· Indexing

· Slicing

· Methods

· Modifying lists

· List Comprehension

Tuples

· Syntax

· Properties

· Indexing

· Slicing

· Methods

Sets

· Syntax

· Updating

· Operations

· Methods

Dictionaries in Python

· Syntax,

· Keys/values/items,

· Accessing

· Methods

· Dictionary Comprehension

Functions

· Advantages of functions

· Built-in functions

· User defined functions

· Parameters

· Return statement

· Types of Arguments (Positional, Keyword, Default & Variable length)

· Global & Local variables

· Anonymous/Lambda functions (filter(), map(), reduce())

· Nested Functions

· Decorators

· Generators

Modules & Packages

· Creating a Module

· Different ways of import

· Built-in modules (math, random)

File and Directory Handling

· Opening and Closing of Files

· Reading, Writing and Appending to Files

· The with statement

· seek() and tell() methods

· Pickling and Unpickling of objects

Exception Handling & Types of Errors

· Why exception handling?

· Syntax error v/s Runtime error

· Exception codes – AttributeError, ValueError, IndexError, TypeError…

· Handling multiple exceptions with single except block

· try-except-finally

· try with finally

· raise keyword

· Custom exceptions / User defined exceptions

Regular expressions

· String v/s Regular expression string

· “re” module functions

· Match()

· Search()

· Split()

· Findall()

· Compile()

· Sub()

· Subn()

· Expressions using operators and symbols

Python Data Base Communication (PDBC)

· File system v/s DBMS

· Python – MySQL/Oracle connector

· Install cx_Oracle

· connect() method

· Cursor Object methods

· execute() method

· executeMany() method

· fetchone()

· fetchmany()

· fetchall()

· Static queries v/s Dynamic queries

· Transaction management

Object Oriented Programming (OOPs)

· What is Class

· What is Object

· Constructor

· Difference between Constructor and Method

· Types of Variables (Instance, Static, Local)

· Accessing and Deleting variables

· Types of Methods (instance, Class, Static)

· Setter and Getter Methods

· Inner Classes

· Garbage Collection, Destructors

· Polymorphism

· Operator Overloading

· Method Overloading

· Constructor Overloading

Multi Threading  

· Multitasking

· active_count() function

· enumerate() function

· isAlive(0 function

· Thread Class

· Daemon threads

· Array attributes (shape, ndim, itemsize, flags)

· Creating Array from existing data

· Creating Array from Numerical ranges

· Indexing

· Slicing

· Iterations

· Array manipulation

· Operators

· Functions

· Copies & Views

· Series

· Dataframes

· Descriptive statistics

· Indexing, Sorting and iteration

· Window functions

· Missing data handling

· grouping

· Merging/Joining

· Aggregation

· Concatenation

· Web framework

· Frontend overview

· Backend overview

· Django History

· Django vs Other Frameworks

Django Basics

· Various IDE’s (IDLE, VS Code, PyCharm, Atom)

· Python Installation

· Django Installation

· Creating Virtual environment

· Create Project

· Create Application

· Django Project vs Application

· Http Request flow

· Project with Single Application

· Project with Multiple Applications

· Create urls.py file

· Mapping urls with view functions

· Django views (function based)

· Create template

· Render function

· Template tags

· Static files & it’s Use

· Database Introduction

· MVT Architecture

· Configuration of Different databases (SQLite, PostgreSQL, MySQL, Oracle)

· Creating Model Class

· Convert Model class into SQL code

· Django Admin Interface

· Create Super User

· Forms Advantages

· Create Forms

· CSRF token

· Form Validations

· Create Model Form

· Develop Model Forms with Models

· Template Inheritance

· Template Filters

· Template tags for relative URLs

· Using Cookies

· Session API

· URL Rewriting

· Hidden Form Fields

User Authentication and Authorization

· Static and Media Folders

· Configure Static and Media Folders

CRUD Operations with Views

· Class Based Views

· Function Based Views

· Create view

· Update view

· Delete view

· Fetch objects