Python for Beginners to Pros

1. Basics of Python Programming

Python Basics

• Short info about DSMP
• About Python
• Python Output/print function
• Python Data Types
• Python Variables
• Python comments
• Python Keywords and Identifiers
• Python User Input
• Python Type conversion
• Python Literals

Python Operators + if-else + Loops

• Start of the session
• Python Operators
• Python if-else
• Python Modules
• Python While Loop
• Python for loop

Python Strings

• Introduction
• Solving Loop problems
• Break, continue, pass statement in loops
• Strings
• String indexing
• String slicing
• Edit and delete a string
• Operations on String
• Common String functions

Time complexity

• Start of the Session
• PPT presentation on Time Complexity (Efficiency in Programming and Orders of Growth)
• Examples

Interview Questions

2. Python Data Types

Python Lists

• Introduction
• Array vs List
• How lists are stored in a memory
• Characteristics of Python List
• Code Example of Lists
  • Create and access a list
  • append(), extend(), insert()
  • Edit items in a list
  • Deleting items from a list
  • Arithmetic, membership and loop operations on a List
  • Various List functions
  • List comprehension
  • 2 Ways to traverse a list
  • Zip() function
  • Python List can store any kind of objects
• Disadvantages of Python list

Tuples + Set + Dictionary

Tuple

• Create and access a tuple
• Can we edit and add items to a tuple?
• Deletion
• Operations on tuple
• Tuple functions
• List vs tuple
• Tuple unpacking
• Zip() on tuple

Set

• Create and access a set
• Can we edit and add items to a set?
• Deletion
• Operations on set
• set functions
• Frozen set (immutable set)
• Set comprehension

Dictionary

• Create dictionary
• Accessing items
• Add, remove, edit key-value pairs
• Operations on dictionary
• Dictionary functions
• Dictionary comprehension
• Zip() on dictionary
• Nested comprehension

Python Functions

• Create function
• Arguments and parameters
• args and kwargs
• How to access documentation of a function
• How functions are executed in a memory
• Variable scope
• Nested functions with examples
• Functions are first class citizens
• Deletion of function
• Returning of function
• Advantages of functions
• Lambda functions
• Higher order functions
• map(), filter(), reduce()

Array Interview Questions

Week 2 Interview Questions