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

Introduction to Python Programming(2023-24)

Resources:

• Python3 Tutorial
• Python for Everbody
• Basics of Python
• Skill Test

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

Compiler Design (2023-24)

• Compiler Engineer Career discussion in LLVM Social Bangalore
• Lexical Analysis
• Parsing
• Syntax Directed Translation
• Intermediate Code generation
• Code Optimization
• Available Expression Analysis and Live Variable Analysis( Slides 3 to 15 and Slides 39 to 48, number on top right)
• Run time environment
• Target Code generation
• AssignmentSubmissionLink

Compiler Design Lab (2023-24)

• TinyC description
• We will be using SLY (Sly Lex Yacc) for designing compiler of TinyC
• David Beazley talk on PLY/SLY
• Level2 Details
• First Phase record Submit RollNo.pdf file and Deadline is 30/09/2023 12.00 Noon
• Lisp Expression To C Expression Vice-Versa Code ( special class on 06/11/2023)
• IntermediateCodeSample code

Date	Resource	Evaluation	Feedback
02/08/2023	gccOptions
09/08/2023	sly Lexer practice Lexical analyzer for Level1 of TinyC Level1 Description
16/08/2023	sly Parser practice Calculator using Lexer & Parser
23/08/2023	sly Praser more examples Level1 Grammar
30/08/2023	Parser for Level1 of TinyC ASTclassdefinC++ DatastructuresinPython
13/09/2023	AST for Level1 of TinyC
20/09/2023	AST for Level1 of TinyC
27/09/2023	TargetCode for Level1 of TinyC CommandlineOptionsOfCompiler MIPSInstructionSet
04/10/2023	Lab Internal Examination
11/10/2023	IntermediateCode for Level2 of TinyC
18/10/2023	TargetCode for Level2 of TinyC
01/11/2023	IntermediateCode for Level3 of TinyC
08/11/2023	IntermediateCode for Level3 of TinyC
15/11/2023	Targetcode for Level3 of TinyC

Formal Languages and Automata Theory (2022-23)

Examinations

Date	Exam	Key
29/03/2023	Quiz-I	QKey
29/03/2023	MID-I	MKey

Assignment : Click