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:

  • Playlist 1 - By Krish Naik
  • Playlist 2 - By Khan Academy
  • Playlist 3 - By MarinStatsLectures-R Programming & Statistics

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

• Data Analysis and Visualization:
  • Visualization with Python:
    • Playlist 1 - By Krish Naik
    • Tutorial 2 - By Krish Naik
    • Tutorial 3 - By Krish Naik
    • Tutorial 4 - By Krish Naik
    • Tutorial 5 - By Krish Naik
  • 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:
    • Playlist 1 - By Krish Naik (Using Tensorflow and Keras)
    • Playlist 2 - By SentDex (Using Tensorflow and Keras)
    • Playlist 3 - By deeplizard (Using Pytorch)
    • Playlist 4 - BY Krish Naik (Using Pytorch)
  • 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:
    • Playlist 1 - By Krish Naik (Google Diagflow)
    • Playlist 2 - By Krish Naik (Custom Alexa)
    • Playlist 3 - By Krish Naik (RASA NLU)
    • Playlist 4 - By Krish Naik (Azure Luis)
  • 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:
  • Playlist 1 - By Krish Naik (Live Projects)
  • Playlist 2 - By Krish Naik (Data Science Projects)
  • Playlist 3 - By Krish Naik (Kaggle Competitions)

• Data Science Interviews and Questions:
  • Playlist 1 - By Krish Naik (Live Interviews)
  • Playlist 2 - By Krish Naik (Interview Questions)
  • Playlist 3 - By Krish Naik (Q/A about DS)