How To Learn Python For Data Science In 14 Days | Complete Roadmap With  Learning Resources
Channel: CampusX
Date: 2021-10-22

This video provides a step-by-step roadmap for learning Python specifically for data science. We'll guide you through the essential concepts and share various learning resources to accelerate your Python journey in the context of data science.

PPT Link: https://docs.google.com/presentation/d/1qBuSRxfgB9tHblujcOrtRawKLhs0zZDEdqOVhVokXBw/edit?usp=sharing

Corey Schafer YT channel: https://www.youtube.com/c/Coreyms/playlists

Numpy Playlist: https://www.youtube.com/playlist?list=PLKnIA16_Rmvb-ToL3RQ_bwxG4_ND-0-DT

Pandas Playlist: https://www.youtube.com/playlist?list=PLKnIA16_RmvbR85fgbfVRKOiMokUKVupy

OOP Video: https://www.youtube.com/watch?v=1s869EfxoDo&list=PLKnIA16_Rmvb6QcP8vmpDZpiUHGGPzhEq&index=7&ab_channel=CampusX

Flask Video: https://www.youtube.com/watch?v=swHI1H7DVsQ&t=2s&ab_channel=CampusX

100 Days Of Python Programming: https://www.youtube.com/watch?v=u1RKh1kQqaE&list=PLKnIA16_Rmvb1RYR-iTA_hzckhdONtSW4&ab_channel=CampusX

Programiz Website: https://www.programiz.com/python-programming

Python  docs: https://docs.python.org/3/tutorial/index.html

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⌚Time Stamps⌚

00:00 - Intro
01:03 - How to learn Python for Data Science
03:01 - Basic Syntax
05:58 - Data Types
06:52 - Functional Programming
07:51 - Advanced Concepts
08:43 - Good to have skills
10:59 - External Libraries (NUMPY and PANDAS)
12:03 - How to represent data
13:25 - Big Questions
14:55 - Learning Resources
18:40 - My Advise to you