Monday, July 22, 2024

Design and Analysis of Algorithms(2024-25)

Welcome to the course
    We will be following three text books
  • 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)
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Computer Organization (2024-25-EEE)

Welcome to the course
    Two text books we will be following
  • 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)
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Wednesday, April 10, 2024

Machine Learning( 2023-24)

Other resources: Assignment : Last date for submission is 15/04/2024
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Saturday, January 6, 2024

Formal Languages and Automata Theory (2023-24)

Mathematical Models:
  • Finite State Automata
  • Push Down Automata
  • Turing Machine
23-02-2024 MID-1 Assignment : Click
Date Topic Resource SampleCode
29/12/2023 Data Structure for FSA transitions
05/01/2024 Data Structure for FSA
12/01/2024 Application of FSA FormValidation Validationcode
02/02/2024 Application of Regular Expression
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Tuesday, December 19, 2023

Machine Learning Lab(2023-24)

Welcome to the course

Week0: Introduction to google colab
Colab Markdown: Introduction to Markdown
Google colab: FAQs
Mounting Google drive in colab: from google.colab import drive
drive.mount('/googledrive')
Data Sets Resources : Google public data sets , Kaggle Data sets, Data Hub.io, KDnuggets , UCI Machine Learning, Yoga Pose classification , For more
Date Topic Resource Evaluation Feedback
20/12/2023 Introuction to Numpy
(Numerical Python Library)		 BasicTutorial
30/12/2023 Introuction to Pandas Library Userguide HousingPriceDS
30/12/2023 Matplotlib Library Plot types
31/12/2023 Exploratory Data Analysis Task Task
03/01/2024 Exploratory Data Analysis Test DataSet Submit
07/01/2024 Decision Tree Task Task DataSet Submit
20/01/2024 Regression Tree Task Task
24/01/2024 Decision Tree Test Lenses
MONK'sProblem
Breast cancer
Car Evaluation 		Submit
24/01/2024 Regression Tree Test Solar Flare
31/01/2024 Perceptron fab,fabcd data sets Submit
07/02/2024 Linear Regression using Neural Networks CGPAtoPercentage Submit
14/02/2024 Forward Pass of Neural Networks ForwardPass DataSet Submit
21/02/2024 Back propagation Algorithm Back Propagation DataSet

Internal Exam : Data set generation Submit
Internal Exam : Model Submit
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Tuesday, August 22, 2023

Introduction to Python Programming(2023-24)

Resources:
Date Topic Practice Contests
07/08/2023 Introduction to Python
09/08/2023
16/08/2023
21/08/2023
23/08/2023 Numbersandloops
13/09/2023
20/09/2023 Object oriented programming with Python
25/09/2023 Tutorial Problems
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Wednesday, August 2, 2023

Compiler Design (2023-24)

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