A collection of notes that I have worked on in the past:

• Python Textbook

• Python Companion

• MLT Notes

• MLT Workshop Notebooks

• MLF Notes

• NLP Notes

• Mathematical Thinking Notes

• Multivariable Calculus

• NumPy and Matplotlib

• GATE-DA Question Bank

• Optimization

  • Unconstrained Optimization

  • Lagrange Multipliers, Convex Sets, Convex Functions

  • Constrained Optimization

  • Convex Optimization

Each resource is hosted at a different location and uses a different format. I am in the process of housing them at a common location with a consistent format across documents. If you notice any typos or errors in these documents, please drop a mail at karthik@study.iitm.ac.in.