Useful Material

Some useful suggestions on various topics

Please note that the information posted here is purely based on my personal experiences and opinions

ML/DL

  • New to ML? Best way to get introduced is through Andrew Ng's Coursera course
  • TensorFlow GPU installation on Linux - Link
  • TensorFlow GPU installation on Linux (another) - Link
  • An excellent course for learning about CNNs from Stanford University- Lecture Notes | Videos
  • Some useful Pre-trained models - Link

LaTeX

  • A good website for LaTeX templates - Link
  • Another good website for LaTeX templates - Link

Datasets

  • Princeton ModeNet - Link
  • ShapeNet - Link
  • Engineering Shape Benchmark (ESB) - Link
  • National Desgin Repository (NDR) - Link
  • A Big CAD Model Dataset (ABC) - Link
  • CADNET Dataset - Link
  • CADSketchNet - Link
  • Mechanical Components Benchmark (MCB) - Link

Miscellaneous

  • Content Writing using Markdown - Link
  • Creating your own free website using Github Pages - Link

Did you find this page helpful? Consider sharing it 🙌

Avatar
Dr. Bharadwaj Manda
Senior Data Scientist

Senior Data Scientist @CAT | PhD, MS @IITM