SubjectID
2176
Code| Weekly
KAI 601 | 6 Lectures
Faculty Name
Shanu gupta
Section|Sem
AI&ML | 6th Sem
BatchName
Btech-21-24
Section Details
Time-Table | University Syllabus| Lecture Plan
Subject Material in Blob
SharePoint Links
Subject Materials: Notes, Presentations

Summary of Lectures of Machine Learning Techniques

Units / Lecture Types ClassPPT ClassLecture Class_Test_Assignment Lab Total
1 3 2 1 0 6
2 0 9 0 4 13
3 3 4 0 0 7
4 1 3 1 0 5
5 0 0 0 0 0
Total 7 18 2 4 31

Lectures taken in Machine Learning Techniques

LectureDate LectureType LecturePeriod Unit/Chapter Topic
2024-06-26 ClassLecture 6 4 Introduction to Pushdown Automata
2024-05-16 ClassPPT 5 4 Issues with Machine learning and introduction of Deep Learning
2024-05-15 ClassLecture 5 4 Introduction to Deep Learning
2024-05-08 Class_Test_Assignment 5 4 Revision Test and doubt solution from topic covered
2024-05-02 ClassLecture 5 4 Introduction of ANN, Perceptron and MLP
2024-05-01 ClassPPT 5 3 Locally Weighted Regression
2024-04-30 ClassLecture 5 3 Revision of all previous topic from unit 1,2 &3
2024-04-29 ClassPPT 5 3 Instance based Learning- RBF and LWR algorithm
2024-04-27 ClassLecture 5 3 Case Based Learning and KNN Algorithm
2024-04-24 Lab 5 2 Implementing Linear Regression using Python
2024-04-23 ClassLecture 5 3 Case Based Learning
2024-04-23 ClassPPT 7 3 KNN Algorithm with numeric example
2024-04-20 ClassLecture 5 3 Instance Based Learning v/s Model Based Learning
2024-04-19 ClassLecture 5 2 Support Vector Machine (SVM) Algorithm
2024-04-19 ClassLecture 7 2 Support Vector Machine (SVM) Algorithm
2024-04-18 ClassLecture 5 2 Bayesian Algorithm
2024-04-18 ClassLecture 7 2 Numeric Example of Bayesian Algorithm
2024-04-16 ClassLecture 5 2 Bayesian Learning- Introduction
2024-04-13 Lab 5 2 Implementation of algorithm using Python
2024-04-12 ClassLecture 5 2 Linear and Logistic Regression
2024-04-10 ClassLecture 5 2 Decision Tree Algorithm
2024-04-09 ClassLecture 5 2 Types of ML and Decision Tree Algorithm
2024-04-04 ClassLecture 5 2 Revision of unit 1,2
2024-04-03 Lab 6 2 Statistics- Mean Median Mode using Python
2024-04-02 Lab 5 2 revision of python and library function
2024-03-14 ClassPPT 5 1 Issues in ML and DS and Approaches to ML
2024-03-13 ClassPPT 5 1 Well Define Learning Problem and Preparing Learning Model
2024-03-12 Class_Test_Assignment 5 1 Well define learning problem and Designing a learning system
2024-03-11 ClassPPT 5 1 Types of ML with example
2024-03-01 ClassLecture 5 1 Introduction of Machine Learning, Difference between AI ML and Traditional Programming
2024-02-29 ClassLecture 5 1 Revision of AI and Introduction of subject