Core & Advanced Python

• Introduction
• What is Scripting Language
• Scripting language vs Programming Language
• Features of Python
• History of python
• Python versions
• Installing Python
• Executing Python from the Command line
• IDLE
• Editing Python Files
• Running python Scripts on Windows/Unix/Linux
• Python Documentation
• Getting Help
• Setting up path 
• Basic Python Syntax
• Basic Syntax
• Comments
• Python Reserved Words
• Naming Conventions
• Print Function
• Variable and Data Types 
• Type(),id() Functions
• Del keyword
• String Manipulations
• Accessing Strings
• Basic Operations
• String Indexing and slicing
• Conversion Functions
• Operators
  • Arithmetic operators
  • Relational Operators
  • Logical Operators
  • Assignment Operators
  • Short Hand Assignment Operators
  • Bitwise Operators
  • Membership Operators
  • Identity Operators
• Input Functions
  • input() Function
  • raw_input() Function
• Conditional Statements
  • Simple if
  • If â?¦ else
  • Nested if else
  • If ..elif â?¦.
  • Single line if statement
• Looping Statements
  • While loop
  • While â?¦ else
  • Infinite loop
  • While â?¦. Pass
  • For loop
  • Nested loops

 

• Control Statements
• Break
• Continue
• Pass
• Collections
• Lists
  • Introduction
  • Accessing list
  • Operations
  • Working with lists
  • Nested list
  • Functions and Methods
  • List comprehension
  • Iterators
• Tuples
  • Introduction
  • Accessing tuples
  • Operations
  • Functions and methods
• Sets
  • Introduction
  • Accessing values
  • Workings with sets
  • Functions and methods
  • Set comprehension
• Dictionaries
  • Introduction
  • Accessing values
  • Working with dictionaries
  • Functions and methods
  • Dictionary comprehension
• Functions
  • Defining function
  • Calling function
  • Function Documentation String
  • Types of Parameters
    • Function without parameters
    • Function with positional parameters
    • Function with named parameters
    • Function with default parameters
    • Function with variable length parameters
  • Return statement
  • Call by value
  • Call by reference
  • Scope of variables
    • Global variables
    • Local variables
  • Passing collections to a function
  • Passing functions to function
  • Lambda() function
  • Map() Function
  • Filter Function
  • Reduce() Function
  • Iterators
  • Generators
  • Yield statement
  • Modules
    • Usage of modules
    • Creating user defined module
    • Setting path
    • Importing module
    • From â?¦ import
    • Creating alias name
    • dir() function
    • main() function
  • Packages
  • Creating a package
  • Creating sub packages
  • Usage of __init__.py file
  • Importing packages
  • Usage of packages
  • Setting path
  • Standard modules
  • Math
  • Random
  • Date and time
  • Os and sys
  • String
  • Glob
  • File Handling
    • What is file
    • Opening files
    • Closing files
    • Access modes
    • Writing data to files
    • Reading data from files
    • Tell(),seek() functions
    • File methods
    • Working directories

 

Advanced  Python

• OOPâ??s concept
  • Creating classes
  • Creating object
  • Private and Public properties and methods
  • Class attributes and methods
  • Class variables
  • Self-argument
  • Constructor
  • Parameterized Constructor
  • Destructor
  • Inheritance
    • Single inheritance
    • Multiple inheritance
    • Multilevel inheritance
    • Hierarchal inheritance
    • Inheritance with constructors
  • Polymorphism
    • Function Over loading
    • Function Over riding
  • Exception Handling
    • What is exception
    • Need of exception handling
    • Predefined exception names
    • Except, try, finally clause
    • Handling Multiple exceptions
    • User defined exceptions
    • Raise, assert statements
  • Multi-Threading
    • Thread
    • Starting a thread
    • Threading module
    • Synchronizing threads
    • Multithreaded priority queue
  • Regular Expressions
    • What is regular expression
    • Wild card characters
    • Forming regular expressions
    • Character classes
    • Quantifiers
    • Greedy matches
    • Grouping
    • Match function
    • Search function
    • Matching VS  searching
    • Sub function
    • Splitting a string
    • Flags
  • Database
    • Introduction
    • Connections
    • Executing Queries
    • Transactions

• Command Line Arguments
• Creating Exe file
• Excel module(openpyxl)
• CSV module
• Json module
• Xml module
• GUI Programming(Tkinter)
• System Tasks(OS,Sys,Subprocess,Glob,Shutil)
• Data Science modules(numpy,scipy,pandas,matpltlib,stats,scikit)
• Devops and AWS modules(boto)
• Web Scrapping Modules(urllib2,bs4)
• Networking (socket,client and server,twisted)
• Internet Access(smptlib,urllib2)
• Data Compression (zlib)

 

• Exercises
• Assignments
• Tasks
• Interview Questions
• Mock Tests
• Detailed hand notes