Python-training

Lecture 1

• Introduction to datatypes : int, float, boolean
• Iterables, Statements
• Basics of file handling, accessing web urls using "requests" module.

Lecture 2

• Introduction to functions, map, lambda, filter
• Brief intro to Lists and Tuples
• Basics of using Markdown

Lecture 3

• Introduction to Dictionary and Sets
• Lists functions : copy, append, extend, count, index, pop, remove
• Tuple functions : append, immutability, copy, hashability
• Markov Chains

Lecture 4

• Introduction to numpy liberary : size, shape, dtype, array, full, reshape, ones, zeroes
• Concepts of numpy and matplotlib
• Introduction to PIL liberary

Lecture 5

• Editing images with PIL
• Overlaying images
• Intoduction to Object Oriented Programming : Human/Hitman classes

Lecture 6

• Accessing private members or methods of a class
• Inheritance in OOPs

Lecture 7

• Introduction to Stacks
• Stack functions, Dynamic Stacks

Lecture 8

• Introduction to Queues
• Circular Queues
• Stack using Queues : Add efficient, Remove efficient
• Dynamic Queues

Lecture 9

• Introduction to bs4
• Processing url links, web scraping using module "BeautifulSoup"

Lecture 10

• Introduction to Flask and templates
• Creating and accessing a web form from the local PC

Lecture 11

• Introduction to pandas
• Creating Dataframes, converting file to csv/html
• Operations on dataframes

Lecture 12

• Building a facebook chatbot part-1

Lecture 13

• Building a facebook chatbot part-2 (using pymessenger)

Lecture 14

• Introduction to Database and SQL
• Operations on Database using SQL
• SQLAlchemy

Lecture 15

• Introduction to Linked Lists
• operations on LL : Insert/Delete at first,last or at a position
• Introduction to Recursion

Lecture 16

• Examples of Recursion
• Using recursion to find string subsequences
• Using recursion to find string permutaions
• Building a Maze Game

Lecture 17

• Using recursion to return number of string subsequences
• Using recursion to return number of string subsequences
• Dice Game using recursion
• Finding LCS in two strings using recursion
• Sorting an Array
• Patterns

Lecture 18

• Finding two sub-lists from a lists such that the sum of those two are equal.
• nQueens problem
• Returning list of all possible ways a Rat can get to the Food in an n*n matrix

Lecture 19

• Building Sudoku using recursion
• Returning all possible solutions for a Sudoku in a list
• Merge Sort

Lecture 20

• Best First Search
• Operations of BST : add, contains, display, height, sum, mirror

Lecture 21

• Introduction to AVL Trees

Lecture 22

• Introduction to Graph
• BFT
• DFT
• BFS
• DFS

Lecture 23

• Connected Components in Graph
• bartite Graph
• adjucent Map

Lecture 24

• Dynamic programming Intro