venkyteachingzone

Wednesday, March 4, 2026

Syllabus : click here
Lecture plan : click here

Date	Topic	Slides	Lecture Notes
10-03-26	Introduction, Why Quantum Computing? Milestones in quantum theory (Planck, Einstein, Bohr)	Slides	Notes

Syllabus : click here
Lecture plan : click here
Project statements : click here

Date	Theory Topic	Practical topic	Resources	Submission
01/12/2025	Introduction to Machine Learning	Numpy and Pandas	Theory , Lab , Data Set	Submit
08/12/2025	Data Pre-Processing and Feature Engineering	Data Cleaning, Transformation, Feature Engineering with Numpy, Pandas	Theory , Lab	Submit
15/12/2025		Data Visualization with Matplotlib & Seaborn	Lab	Submit
22/12/2025		Recap
29/12/2025	K-NN and Naive Bayes	K-NN and Naive Bayes using scikit-learn	Theory, Lab
05/01/2026	Decision Tree Classifier	Decision Tree Classifier using scikit-learn	Theory, Lab
12/01/2026	Support Vector Machine(SVM) based classifier	Support Vector Machine(SVM) based classifier using scikit-learn	Theory, Lab
16/02/2026		Linear Regression using scikit-learn	Theory, Lab

General Resources:

Welcome to the course

Welcome to the course

Assignment -2 : Solving 4 X 4 Sudoku using back tracking and draw a state space tree
Select a puzzle based on last two digits your roll number (501 should select puzzle 01)
Click here for list of puzzles

Text book1 : Fundamentals of Computer Algorithms by Ellis Horowitz, Sartaj Sahni, Sanguthevar Rajasekaran
Text book2 : Introduction to Algorithms by Thomas H. Cormen, charles e. leiserson, ronald l. rivest, clifford stein
(Unit-I) Introduction : Text book1 (Pages 1 to 62)
(Unit-II) Divide and conquer : Text book1 (Pages 136 to 196)
(Unit-III) Greedy : Text book1 (Pages 210 to 269)
(Unit-III) Dynamic Programming : Text book1 (Pages 272 to 317)
(Unit-IV) BackTracking : Text book1 (Pages 359 to 392)
(Unit-V) Branch and Bound : Text book1 (Pages 399 to 431)

Welcome to the course

Text book1 : Fundamentals of Computer Algorithms by Ellis Horowitz, Sartaj Sahni, Sanguthevar Rajasekaran
Text book2 : Introduction to the design and analysis of Algorithms, Anany Levitin
Text book3 : Introduction to Algorithms by Thomas H. Cormen, charles e. leiserson, ronald l. rivest, clifford stein
(Unit-I) Introduction : Text book1 (Pages 1 to 62)
(Unit-II) Decrease and conquer : Text book2 ( Click here )
(Unit-II) Divide and conquer : Text book1 (Pages 136 to 196)
(Unit-II) Transofrm and conquer : Text book2 ( Click here)
(Unit-III) Greedy : Text book1 (Pages 210 to 269)
(Unit-IV) Dynamic Programming : Text book1 (Pages 272 to 317)
(Unit-V) BackTracking : Text book1 (Pages 359 to 392)
(Unit-V) Branch and Bound : Text book1 (Pages 399 to 431)

Welcome to the course

Text book1 : Computer Organization by Carl Hamacher, Zvonks Vranesic, Safea Zaky 5th edition
Text book2 : Computer System Architecture by M. Morris Mano
(Unit-I) Basic Structure of Computers : Text book1 (Pages 2 to 23)
(Unit-I) Data Representation Toipc : Text Book2 (Page 67 to 90)
(Unit-II) Machine Instructions and Programs : Text book1 (Pages 37 to 86)
(Unit-III) Input/Ouput Organization : Text book1 (Pages 203 to 272)
(Unit-IV) Memory Systems : Text book1 (Pages 291 to 358)
(Unit-V) Processing Unit : Text book1 (Pages 411 to 440)

Other resources:

Assignment : Last date for submission is 15/04/2024