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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)
Monday, July 22, 2024
Design and Analysis of Algorithms(2024-25)
Welcome to the course
Computer Organization (2024-25-EEE)
Welcome to the course
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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)
Wednesday, April 10, 2024
Machine Learning( 2023-24)
- Introduction: Slides 11 to 21
- Simple Linear Regression Slides 2 to 13
- Concept Learning, FINDS Slides 1 to 9
- Candidate elimination Slides 10 to 24
- Decison tree learning Slides 1 to 29
- Slides 2 to 14
- remaining slides shared by mail
- Teachable Machines By Google
- Biological Neuron and Neural networks
- Neural netowrks and Deeplearning
- Play with Neural networks
- Quality of Data
Saturday, January 6, 2024
Formal Languages and Automata Theory (2023-24)
Mathematical Models:
- Finite State Automata
- Push Down Automata
- Turing Machine
| 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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