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Python Programming

Category: Gate CSE

Python Programming

Category: Gate CSE

₹7,000.00 ₹8,000.00

Instructor

Chekuri Srikanth Varma

Python programming Introduction
Chapters : 4 Assignments : 2 Completed :

Python : Introduction

1.1

Why learn Python?

4 mins

1.2

Online tools for Python: Google Colab , HackerRank, LeetCode

14 mins

1.3

Learning Methodology for Programming

6 mins

1.4

Keywords and identifiers

6 mins

1.5

comments, indentation and statements

9 mins

1.6

Variables and data types in Python

32 mins

1.7

Standard Input and Output

7 mins

1.8

Operators

14 mins

1.9

Control flow: if else

10 mins

1.10

Control flow: while loop

16 mins

1.11

Control flow: for loop

15 mins

1.12

Control flow: break and continue

10 mins

Inbuilt Data Structures

2.1

Lists

38 mins

2.2

Tuples part 1

10 mins

2.3

Tuples part-2

4 mins

2.4

Sets

16 mins

2.5

Dictionary

21 mins

2.6

Strings

16 mins

Introduction to functions

3.1

Introduction

13 mins

3.2

Types of functions

25 mins

3.3

Function arguments

10 mins

Programming problems-1

4.1

Using HackerRank to practice programming

14 mins

4.2

Problem-1: Sum of "n" input integers

18 mins

4.3

Problem-2: Second largest element in a list

18 mins

4.4

Problem-3: Fizz Buzz

11 mins

4.5

*** Mandatory Exercise***

60 mins

4.6

Additional practice problems [optional]

1 mins

Python Recursion and miscellaneous topics
Chapters : 2 Assignments : 0 Completed :

Recursion and Dynamic Programming

5.1

Introduction to Recursion

20 mins

5.2

power(a,b) using recursion

25 mins

5.3

Asymptotic Analysis using Recursion Tree method

16 mins

5.4

Call-Stack for Recursion

13 mins

Miscellaneous topics in Python

6.1

Lambda functions

8 mins

6.2

File Handling in Python

23 mins

6.3

Exception Handling

15 mins

6.4

Debugging in Python

15 mins

6.5

Solved Problem: Find elements common in two lists

6 mins

6.6

Solved Problem: Find elements common in two lists using a Hashtable/Dict

12 mins

6.7

Build a simple Tiny URL service

24 mins

Object Oriented Programming
Chapters : 1 Assignments : 0 Completed :

Object Oriented Programming

7.1

Procedural vs Object Oriented Programming

8 mins

7.2

Classes and Objects ( real-world example: the TinyURL service)

26 mins

7.3

Empty Classes and documentation

4 mins

7.4

Class Variables and Private Members

12 mins

7.5

Abstraction and Inheritance (with real-world examples)

25 mins

7.6

Common questions & experimental learning

14 mins

7.7

Example: OOP for representing Shapes

21 mins

7.8

How is OOP used in an ML role?

7 mins

7.9

Multiple Inheritance

16 mins

7.10

Polymorphism (with real world examples)

19 mins

7.11

Additional topics in OOPs

37 mins

7.12

***Mandatory Programming Exercise- 5 very-easy problems***

60 mins

Regex, Multiprocessing & Multi threading
Chapters : 2 Assignments : 0 Completed :

Regex-- Code Walkthrough & Problem solving

8.1

Introduction to Regular Expressions

14 mins

8.2

Problem 1 : Masking Email

13 mins

8.3

Problem 2: Valid Email or not

18 mins

8.4

Problem 3: Mask Phone numbers

8 mins

8.5

Problem 4: Extract data from PDF invoice

30 mins

8.6

Problem 5: Check if valid integer or float

26 mins

8.7

Problem 6: Regex Matching using Recursion and Dynamic Programming

47 mins

Multiprocessing & Multithreading

9.1

Applied Introduction and Overview

17 mins

9.2

Multiprocessing: Compute the mean of 100 Million numbers

23 mins

9.3

Multi-threading with Code

21 mins

9.4

Joblib: Simplified Parallel Programming in Python

19 mins

Course Features

Lectures

300

Duration

200 Hours

Skill level

Basic

Language

ENGLISH

Assessments

Yes

Chekuri Srikanth Varma

QUALIFICATION: Masters from IISC Bangalore PROFESSIONAL EXPIERENCE: 9+ years of Experience( Yahoo Labs, Matherix Labs Co-founder and Amazon)

Python Programming

Category: Gate CSE

₹7,000.00 ₹8,000.00

Instructor

Chekuri Srikanth Varma

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Python Programming

Python Programming

₹7,000.00 ₹8,000.00

Course Features

Python Programming

₹7,000.00 ₹8,000.00

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