Machine Learning Lab (2022-23) (R20)

Welcome to the course

Week0: Introduction to google colab
Colab Markdown: Introduction to Markdown
Google colab: FAQs

Date	Topic	Resource	Evaluation	Feedback
19/12/2022	Data Acquisition and Data Exploration
26/12/2022	Simple Linear Regression
02/01/2023	K-nearest neighbour
09/01/2023	Decision Tree classifier
21/01/2023	Perceptron for boolean functions
23/01/2023	simple neuron for regression
30/01/2023	Back propagation
13/02/2023	Bayes classifier

Internal Examination Submission : Submit
External Examination Submission : Submit

Machine Learning 2022-23 (R20)

18/12/22 : Welcome to the course

Date	Topic	Material
20/12/2022	Introduction	Slides 11 to 21
23/12/2022	Simple Linear Regression	Slides 2 to 13
27/12/2022	Concept Learning, Find-S	Slides 1 to 9
30/12/2022	K-Nearest Neighbour
03/01/2023	Version Spaces and Candidate elimination	Slides 10 to 24
06/01/2023	Decision Tree Learning	Slides 1 to 9
10/01/2023	Decision Tree Learning(contd)	Slides 10 to 29
13/01/2023	Preceptron Learning	Slides 2 to 14
17/01/2023	Back Propagation	Derivation
20/01/2023	Back Propagation(Contd)
24/01/2023	Back Propagation(Contd)
27/01/2023	Bayes classifier
31/01/2023	Naive Bayes Classifier
03/02/2023	Bayesian Belief Networks
07/02/2023	Bayesian Belief Networks(Contd)
10/02/2023	Radial Basis Function Network(RBFN)
14/02/2023	Genetic Algorithm
17/02/2023	Genetic Algorithms(Contd)
21/02/2023	Reinforcement Learning
24/02/2023	Reinforcement Learning(Contd)
28/02/2023	Confidence Intervals
03/03/2023	Comparing Learning Algorithms
07/03/2023	EM Algorithm
10/03/2023	EM Algorithm(Contd)
14/03/2023	Computational Learning Theory
17/03/2023	Student Presentations
21/03/2023	Student Presentations
24/03/2023	Student Presentations

Assignment-1

Topic	List Of Students	SubmittedFile
Activation Functions	Manasa, Harika, Sainath, Lokesh	Slides ,Code
Web Scraping	Anusha, Spandana
Partial grading of Programming Assignments	Jayanth, Jayasri
Checkers game Data preparation	Jaswanth, Harshini, Aditya
Cricket Score predictor Data preparation	SaiTeja, Ishak, Dileep

Compiler Design Lab 2022-23

Date	Resource	Evaluation	Feedback
22/08/2022	gccOptions	Submit
05/09/2022	Lex examples	Submit
18/09/2022	Calc using Lex and Yacc
01/10/2022	Date calc using Lex and Yacc
02/10/2022	Parser for Level1 of TinyC	Submit
03/10/2022	AST for Level1 of TinyC
04/10/2022	AST for Level1 of TinyC	Submit
12/10/2022	TargetCode for Level1 of TinyC
19/10/2022	TargetCode for Level1 of TinyC
26/10/2022	IntermediateCode for Level2 of TinyC
28/10/2022	TargetCode for Level1 of TinyC
02/11/2022	IntermediateCode for Level2 of TinyC	Submit

TinyC description

First Phase Record -> Deadline 18/10/2022 12.00 Noon

Machine Learning 2022-23

Assignments

Date	Assignment	Instructions	Deadline	Submission
23/08/2022	Decision Tree implementation on 5 UCI datasets	Decision Tree	11/10/2022 5:00PM IST	Submit
06/10/2022	Back propagation on 2 UCI datasets	BackPropagation	22/10/2022 5:00PM IST 31/10/2022 5:00PM IST	Submit

Compiler Design 2022-23

Assignments

Date	Assignment	Instructions	Deadline	Submission
16/09/2022	LL(1) Parser Implementation	LLParser	10/10/2022 5:00PM IST	Submit

Assignment-I: Submit a file with name rollno_LLParser.zip  

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