Machine/Deep Learning

Study resources for Machine Learning

Resources to learn machine learning

Parallel Conquring Technique

1. Mathematics
2. Get familiar with different libraries and concepts
3. Zero to Mastery Machine Learning for Quick recap
4. scaler free
5. Andrew Ng Machine Learning Specialization Course
   or link for youtube or Stanford Engineering Everywhere- CS229 - Machine Learning

6. ✨ Python ML Projects (/home/rutvik/Documents/Robotics/Robotics drive D/ML)

   Mathematics

   • Video format

7. Complete Statistics For Data Science In 6 hours By Krish Naik

8. Stat Quest for concept clarification

9. Machine Learning- Balaraman Ravindran 88 videos

• Deep Learning Mathematics Roadmap & resources here.

• PDF books shared by Sina here

Click here to know more

LinearAlgebra

• file:///home/rutvik/Documents/Robotics/Robotics%20drive%20D/LinearAlgebra/linalg.pdf Statistics
• file:///home/rutvik/Documents/Robotics/Robotics%20drive%20D/Statistics/astats.pdf

• Discord Channel

  Libraries

  • Machine-Learning-in-90-days
  • Python Playlist(Krish Naik Hindi)
  • Data Science freecode camp playlist
  • scikit-learn user guide
  • Data repo

  • MLCheatsheets_for_AI_Neural_Networks_ML_DL__Big_Data

    Computer vision

• Computer vision by Krish

• OpenCV Course - Full Tutorial with Python freeCodeCamp.

• Deep Learning for Computer Vision with Python and TensorFlow – Complete Course freeCodeCamp.org

• Convolutional Neural Network freeCodeCamp

• Convolutional Neural Networks for Visual Recognition

  NLP

• NLP with Deep Learning

  Exercise

  kaggle —

  Current progress:

  1. Python Playlist Krish Naik-Hindi

1. Harvard CS50’s Artificial Intelligence with Python

2. Deep-learning Specialization Machine/Deep Learning for Everybody – Full Course freecode camp

3. Machine-Learning-in-90-days

4. Zero to Mastery Machine Learning for Quick recap

5. Stat Quest for concept clarification Refer for concept clarification

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