Special Thanks to Abhishek Goyal and Anindya Prithvi for providing resources
| IP | DC | LA | HCI | COM |
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| DSA | P&S | BE | CO |
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| AP | OS | DM | DS | M3 |
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| DBMS | ITS | ADA | M4 | PIS | TOC | SML | PB | GT |
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| NLP | ML | CN | RL | CG | EVS |
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| ATP |
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Amazing Notes by Abhay Singh Yadav (2020010)
- Telusko Python Playlist
- Code with Harry Python Playlist Hindi
- Programming with Mosh Python 6 Hrs Vid
- Corey Schafer OOPs Concepts
- MIT OCW Python 2016 by Prof. Anna Bell
- Python lectures by Prof. Eric Grimson
- MIT OCW Python 2011 by Prof. John Guttag
- MIT OCW Python 2008 by Prof. John Guttag and Prof. Eric Grimson
- Introduction to Computation & Programming using Python Book
- Hacker Rank for Practice
- Python Tutor for Visualizations
- Codingbat for Practice
- Text based tutorial by GFG
- Text based tutorial by W3S
- Private, Protected and Name Mangling (Not in course but very good for insight building)
- Matplotlib Basics in 6 Min
- Basic Numpy in 13 Min
- Adding figures in Matplotlib
- Neso Academy DC Playlist
- Tutorials Point DC Playlist
- Knowledge Gate DC Playlist Hindi (Does not have decoders and encoders as of March 2021)
- Aasaan Padhai Some Good DC Content in Hindi
- Tristate Buffers Short Vid, Tristate Buffers Longer Vid
- Ben Eater's Playlist (not all are relevant for the course + he has more vids outside this playlist)
- Not Directly in course but insightful for parity stuff - Hamming Codes by 3B1B P-1, Hamming Codes by 3B1B P-2, Ben Eater Hardware approach Hamming Codes
- Morris Mano Book
- Morris Mano Solutions
- Online Circuit Simulation using Tinkercad
- Online Circuit Simulation using Circuitverse
- All gates using MUXs
- All gates using NAND Gate
- All gates using NOR Gate
- A Supercool writeup on Adders with examples on Bit-Sliced Addition
- Positive Edge D Flip Flop using 6 NAND gates only- Writeup
- MIT OCW LA
- Khan Academy
- 3B1B Visualizations
- Lesser known Playlist by James Hamblin who follows David C Lay in his videos
- Playlist by Shoo Seto follows DC Lay too
- Playlist on Inner Products by Bhagwan Singh Vishwakarma
- DC Lay 5th Edition
- DC Lay Solutions
- Playlist on Vector Spaces LA by Dr.Gajendra Purohit
- Linear Algebra Done Right, Second Edition by Sheldon Axler Book
- Toolkit with many calculators
- Matrix Inverse Calculator
- Eigenvalue and Eigenvector Calculator
- Interaction Design: Beyond Human-Computer Interaction Book
- Prototyping Tool Figma
- Figma Tutorial in 40 mins
- Figma Crash Course
- Figma App Design Tutorial
- Figma UI Tutorial in 24 mins
- Java Tutorial Programming with Mosh
- DSA Abdul Bari Sir
- Java Code with Harry Hindi
- DSA Code with Harry Hindi (in C)
- MIT 6.006 Introduction to Algorithms, Fall 2011
- MIT 6.006 Fall 2020, Learning modules, quick notes
- DSA with Java Bootcamp Code for Cause
- Recursion by CB
- Backtracking by CB
- Java Foundation by PepCoding
- Crash Course On Complete Probability And Statistics
- Probability for GATE & ESE
- Statistics and Probability by Dr.Gajendra Purohit
- Visualizing Bayes Theorem 3B1B
- Introduction to Probability and Statistics for Engineers and Scientists 3E
- Solutions to Introduction to Probability and Statistics for Engineers and Scientists 5E
- Basic Electronics NPTEL
- Basics of Electronics
- Analog Electronics Neso Academy
- Network Theory Neso Academy
- CS0150 Brown University
- Java Code with Harry Hindi (For Some OOPs Concepts)
- CSE 114 - Fall 2021 section 1 Stony Brook University
- MultiThreading Playlist by Smart Programming in Hindi
- JavaFX by Bro Code
- Drawing UML Diagrams
- Drawing UML Sequence Diagrams
- Drawing Use Case Diagrams
- Full Playlist
- OS notes by (Yash Keshwani 2020158)
- Artix Installation (not sure if follows everything needed)
- OS Gate Smashers
- Concise C Video
- Ostep: Three easy pieces (which are really easy)
- Ostep: Homework (and simulations with solutions in github repo)
- DM Gate Smashers
- Mathematics for computer science, Eric Lehman, Albert R Meyer, F Thomson Leighton
- WOP 1, WOP 2
- Pigeonholes and nest (for assignments ;))
- Cut the knot (collection of nice math)
- Programming with Mosh Tutorial MySQL
- Knowledge GATE DBMS Playlist
- If you wish to build Flask APIs (short refresher)
- Python MySQL Tutorial by Tech With Tim
- Manga
- Winter'22 Lectures by Prof. Syamantak Das
- Abdul Bari
- Pepcoding
- William Fiset
- Do The Book
- Do The Book
- Do The Book
- Google Topics you find difficult probably Gajendra Purohit Sir, BPRP or someone else has a video on it
- IDK NO THEORY
- Lecture Slides and/or https://scikit-learn.org/stable/user_guide.html
- The above is not an API only page, you will find a lot of content for reading.
- Do not do [Christopher M. Bishop - Pattern Recognition and Machine Learning-Springer (2006)]
- contains wrong information or inconsistent with class.
- Introduction to Graph Theory by Douglas B. West
- Note, the course is not on algorithms
- NPTEL Course
- Smoothing
- Left Recursion/ Left Factoring
- Earley Parser
- Ritvik Math Playlist
- Stanford CS224N: NLP with Deep Learning
- Stanford CS224U: Natural Language Understanding
- Peter Shirley, Fundamentals of Computer Graphics (course book, often reffered)
- SIGGRAPH Intro to opengl video
- docs.gl
- Psychological Refractory Period
- Stroop Task
- Action Potential
- Intracellular & Extracellular Recording
- fMRI
- Electroencephalography (EEG)
Course Books : here