deepraj1729/Data-Science-End-To-End

A Respository to get you job ready as a Data Scientist

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Data-Science-End-To-End

A Respository to get you job ready as a Data Scientist

Topics:

Programming
Statistics
Feature Engineering
Data Analysis and Visualization
Machine Learning (Shallow Learning)
Deep Learning
NLP (Natural Language Processing)
Deployment
Data Base Management System (DBMS)
Big Data
Kaggle Competitions and Data Science Projects
Data Science Interviews and Questions

All Links:

Programming:
- Python Programming:
  - Playlist 1 - By CodeWithHarry
- R Programming:
  - Playlist 1 - By Edureka

Statistics:

Feature Engineering:
- Playlist 1 - By Krish Naik
- Playlist 2 - Indian AI Production (In Hindi)

Data Analysis and Visualization:
- Visualization with Python:
- Tableau Tutorials:
  - Playlist 1 - By Krish Naik
- PowerBI Tutorials:
  - Playlist 1 - By Krish Naik
- Data Analytics with R:
  - Playlist 1 - By Edureka

Machine Learning (Shallow Learning):
- ML with Python:
  - Playlist 1 - By Krish Naik
  - Playlist 2 - By SentDex
- ML Pipelines:
  - Playlist 1 - By Krish Naik
- ML with R:
  - Playlist 1 - By Edureka
  - Playlist 2 - By Krish Naik

Deep Learning:
- Basics:
- Computer Vision and Image Processing:
  - Playlist 1 - By Krish Naik
  - Playlist 2 - By Jose Portilla (Udemy)
- Transfer Learning:
  - Playlist 1 - By Lazy Programmer Inc. (Udemy Course)

NLP:
- Basics:
  - Playlist 1 - By Krish Naik
  - Playlist 2 - By SentDex
- ChatBots:
- Recommendation Systems:
  - Playlist 1 - By Krish Naik

Deployment:
- Docker:
  - Playlist 1 - By Krish Naik
- Cloud Services:
  - Playlist 1 - By Krish Naik

Database Management System (DBMS):
- Playlist 1 - By Krish Naik (MongoDB with Python)

Big Data:
- Playlist 1 - By Krish Naik

Kaggle Competitions and Data Science Projects:

Data Science Interviews and Questions: