its-rajesh / programming-practicum

Teaching Assistant for the course CS571 Programming Practicum: August - December 2022 Semester at Indian Institute of Technology, Mandi

Programming-Practicum

Teaching Assistant for the course CS571 Programming Practicum: August - December 2022 Semester at Indian Institute of Technology, Mandi. This repository contains the google colab notebook tutorials.

Week 2: Review of Programming I

• Running first python code
• Basic computations in python
• Data types
• Variables
• Type casting
• Conditional statements
• Looping statements
• Additional examples (casting, int-str concat, pattern printings)

Week 3: Review of Programming II & Advanced Data Types I

• Functions
• Special Functions (Lambda, etc)
• Variable Scopes
• Recursion
• Arrays & Lists
• Multidimensional Arrays/Lists
• Stacks
• Queues
• Additional examples (Balacing Paranthesis, etc)

Week 4: Advanced Data Types II & String Manipulations

• Tuples
• Sets
• Dictionary
• Python String Manipulations

Week 5: Numpy, Matplotlib, Pandas

• Plotting various graphs 2D, 3D using Matplotlib/Seaborn
• Array Processing using NumPy
• 2D Arrays, CSV files with Pandas
• Read, Write, Manipulate data's

Week 6: Signals & Systems

• Generate sinusoidal signals/audios
• 1D Signals (Audio) review
• Read/Write Audio using Librosa/SoundFile/Pydub
• Fast Fourier Transforms
• Time domain & Frequecy domain Analysis

Week 7: Object Oriented Programming

• Signal Class
• Baisc signal operations using OOPS Concepts (shifting, reversal, add, sub, scalar mutiple.,etc)

Week 8: Systems

• Building systems
• LTI System Responses
• Filtering 1D/2D