Python

What is Python?
• Comparison of Python with other languages
• Salient features of Python
• Execution model of Python

Installation 

Installing Python
• Python Installer
• Python 2.7 v/s Python 3.6
• Anaconda
• Indentation in Python
• Editors
• Python Syntax

Data types and Variables 

Variables Naming Convention
• Variable v/s Constants Literal
• Creating Variables

Numbers 

Integer Number
• Float Number
• Number Arithmetic
• type() and id()methods

Comments in Python 

Creating String
• String Indexing
• String Immutable
• String Slicing
• String Methods
Lower
Upper
islower
isupper
split (default and with delimiter)
len
• String Operations
Concatenation
Multiplication

• Creating List
• List Indexing
• List Mutable
• List Slicing
• List Methods
index
append
extend
pop
remove
sort
reverse
len
• Difference between append and extend
• List Operations
Concatenation
Multiplication

• Nesting List
Creation of Nested list
Accessing the elements of internal list
Difference list methods on nested list
Different list operation on nested list
• Difference between list and string
• Converting a list into String
• Converting a string into List

Tuple 
• Creating Tuple
• Tuple Indexing
• Tuple Immutable
• Tuple Slicing
• List Methods
len
max
min
• Tuple Operations
Concatenation
Multiplication
• Nested Tuple
Creation of Nested Tuple
Accessing the elements of internal tuple
Difference tuple methods on nested tuple
Different tuple operation on nested tuple

List and Tuple 
• Difference between list and tuple
• Tuple inside the List
• List inside the Tuple

Set 
• Creating Set
• Uniqueness feature of Set
• Set Indexing (Why it’s not possible)
• Set Mutable
• Set Slicing (Why it’s not possible)
• Set Methods
len
omax
min
sum
sorted
any
enumerate
add
remove
pop
• Set Operations
Union
Intersection
difference

Comparison of List, Tuple and Set 
• List v/s Tuple v/s Set

• Creating Dictionary
• Uniqueness feature of Keys in Dictionary
• Dictionary Indexing (Why it’s not possible)
• Dictionary Mutable
• Adding new key value pair to the dictionary
• Dictionary Methods
len
str
clear
copy
okeys
values
items
update
has_key
pop
• Difference between 2.7 and 3.6
• del keyword v/s pop method
Union
Intersection
difference

Control Structure 
• If/Else statements
• Membership test for list
• Membership test for tuple
• Membership test for set
• Membership test for dictionary
• Boolean values

Looping 
• For/whileloop
• Range()function
• Break statement
• Continue statement
• Pass statement
• Iterating over list
• Iterating over tuple
• Iterating over set
• Iterating over dictionary
• Else clause on loops

• Defining Function
• Calling function
• Returning Values
• Functions with more than return value
• Default Argument
• Keyword Argument
• Variable Length Argument
• Unpacking Variable Length Argument
• Documentation strings

• Defining Decorator
• Defining Generator
• Yield
• Function vs Generator
• Defining Iterators
• Iter() and next()
• Iterable

Basic I/O 
• Input function
• Input with raw_input()
• Output with old string format
• Python format function

File handling 
• Opening/Reading from the file
• Writing to the file
• Iterating through a file
• Different mode of file opening
• Methods of file object
read
seek
tell
readlines
open
close
write

Exception 
• Exceptions
• Handling the Exceptions

OOPS Concept 
• Classes
• Objects
• Abstraction
• Inheritance
• Encapsulation
• Polymorphism

• Class Syntax
• Instance Variable
• Member function
• Inheritance
• Types of Inheritance [Single, Multiple, Multi-Level, Hybrid, Hierarchical]
• Method overriding
• Data Encapsulation
Private
Public
Protected
• Constructor and Destructor

• Importing a modules
Renaming a importing module
Importing using from keyword
Importing * from the modules
• Creating Your own module
• Using Your own Modules

Advance Concept on Data Structures 
• List Comprehension
• Dictionary Comprehension
• Nested Comprehension

Lamda Function 
• Expression in Lamda Function
• Print statements in Lamda Function
• Conditional statement in Lamda function

• Basics of Regular Expression
• Match function
• Match object methods Group
Groups
• Search function
• Matching v/s Searching
• Search and Replace

• Basic Configuration
• Creating the logging file
• Different level of logging
• Logging for your created module

• Starting a new thread
• Creating Thread using Threading Module
• Synchronizing Threads
• Different level of logging

• Unit test module
• Command line interface
• Calling specific unit test cases
• Creating own unit test lass
• Different assert methods

• Creating arrays
• Indexing Arrays
• Array Transposition
• Vectorize Functions
• Universal Functions
• Shape Manipulation

• Characteristics of SciPy
• Integration
• Multiple Integration
• Realtime Examples

• Creating a Series
• Converting a Python Dictionary into Series
• Converting a Series into Python Dictionary
• Missing Data
• Creating a Data Frame
• Accessing Series from Data Frames
• Selecting Entries in Series
• Selecting Entries in Data Frames

• Establishing connection to databases
• Create Table, Insert, execute sp,etc

Command Line Argument 
• Reading command line arguments
• Using Command line arguments

Standard Modules 
• Sys module – access to exit(), stdout
• Math- mathfunction
• Datetime- date and time libraries
• Dir()function

• Mini Project Discussion Based on Real Time Problem