An Introduction to Python

• Introductory Remarks about Python 
• A Brief History of Python 
• How python is differ from other languages 
• Python Versions 
• Installing Python 
• IDLE 
• Getting Help 
• How to execute Python program 
• Writing your first program 

Python Basics 

• Python keywords and Identifiers 
• Python statements 
• Python indentation 
• Comments in python 
• command line arguments 
• Getting user input 
• Exercise 

Program execution :

• interactive session
• saving code to files
• Anaconda set-up
• Overview of Jupyter
• Python documentation
• Comparing with C-coding
• Basics of import
• Variable naming conventions
• Python variables

Python objects :

• mutable
• non-mutable
• variable assignment to objects

Statement delimiter

Reading / writing to console

Variables and data types                          

• Introduction
• Variables 
• Data types 
• Numbers 
• Strings 
• Lists, tuples & Dictionary 

Decision making & Loops             

• Introduction 
• Control Flow and Syntax 
• The if Statement 
• Python Operators 
• The while Loop 
• break and continue 
• The for Loop 
• Pass statement 

Python Collections :

• namedtuple
• OrderedDict
• Defaultdict

List / Set / Dictionary comprehensions

Functions                                                      

• Introduction 
• Calling a function 
• Function arguments 
• Built in functions 
• Scope of variables 
• Decorators 
• Passing Functions to a Function 
• Lambda 
• Closures 

Exception Handling                                    

• Errors 
• Run Time Errors 
• Handling IO Exceptions 
• Try…. except statement 
• raise 
• assert 

Files and Directories                                  

• Introduction 
• Writing Data to a File 
• Reading Data From a File 
• Additional File Methods 
• Working with files 
• Working with Directories 
• The pickle Module 

File handling

• csv
• xml
• fixed width
• excel
• xml
• memory management

Python MySQL

• Database Programming                                        
• Create database
• Create table 
• Insert, update & delete query          
• Introduction to Database API’s
• Python MySQL database connectivity using pymysql package
• Working over database using Python 

Python Classes & Objects

• OOPS concepts
• defining classes, class object, instance object
• empty class
• inheritance – single, multiple, using super
• magic functions : new, init, del, str, add etc
• instance methods / data
• class methods / data – @classmethod, @staticmethod
• isinstance, issubclass, abstract class

Regular Expressions                                  

• Introduction 
• Match function 
• Search function 
• Grouping 
• Matching at Beginning or End 
• Match Objects 
• Flags  

Python Package

‘numpy’  package

• numpy arrays, matrices
• dtype, shape, reshape
• broadcasting
• mathematical operations on arrays
• logical operations on arrays
• slicing operations – array vs list
• filtering data
• indexing
• I/O with numpy
• basic statistical operations
• random numbers

pandas’ package

• ‘Series’ and ‘Dataframe’ objects
• reading / writing data in csv /excel / json
• adding / removing columns / rows
• ‘Series’ Operations 

• detecting missing values
• statistical operations
• element-wise mathematical operations

• ‘Dataframe’ Operations

• detecting missing values
• statistical operations
• element-wise mathematical operations, etc…
• query columns of ‘Dataframe’ with Boolean expression
• replace values where condition is False

Socket/Network programming                           

• What are sockets? 
• Creating sockets 
• Server-client socket methods 
• Connecting client server 
• client-server chatting program 
• Exercise 
• Project-Client Server Chatting application
• Sending File over network 
  

Essential Basics                                                      

• Iterator 
• Generator 
• List Comprehensions 
• Set Comprehensions 
• Dictionary Comprehensions 

Django Framework

INTRODUCTION                                                               

• What is django..? 
• MVC pattern 
• ORMs(Queryset) 

Setting up django on windows/Linux                              

• Installing django 
• Creating virtuaEnvironment 
• Set up database connection 
• Creating new project 

Djangomodels                                                                     

• Define models 
• Setting up database access 
• Creating django apps 
• Defining modefields 
• Creating a model 
• How to create tables for models in Database 
• Adding ModeString Representations 
• Inserting & updating Data 
• Filtering Data 
• Ordering Data 
• Slicing Data 
• Deleting Objects 

Django View                                                                                                                      

• About view function 
• HttpRequest & HttpResponse 
• How to create views..? 

Configure Urpattern                                                          

• About URpattern 
• How Django processes a request..? 
• 6.         Templates in Django                                                          
• Define Template 
• Creating Template objects 
• Templates tags 
• Templates filter 
• Rendering of templates             

Django Forms                                                                      

• Htmlforms 
• GET & POST methods 
• Form fields in django 
• Building a form in Django 
• Placing form instance into the templates context 

Django admin interface                                                    

• Enabling admin interface 
• Creating admin user 

Applying bootstrap in Django                                         

• Overview 
• Layout Components