Course12810802126 lectures
ACM Winter School on Resent Trends in AI&ML Dec 2023 IIT,Patna
IIT Madras
Lectures
ACM Winter School on Resent Trends in AI&ML
- NLP Foundation
- NLP Foundation - Part II
- Fundamentals of Machine Learning
- Fundamentals of Machine Learning Part - II
- Artificial Intelligence - An Introduction
- Logistic Regression and Neural Networks
- Large Scale SVM Algorithms and Appilications
- Ensemble Deep Learning For Alzheimer's Disease Dianosis
- From Smart Sensing to Smart Living - The Era of IoT, AI:ML and Data Science
- Machine Learning - Naive Bayes Classification
- Cluster Analysis - Basic Concepts and Algorithms
- Algorithms of Unsupervised Learning
- Backbone functions of Deep Neural Networks Activation, Loss, Optimization functions
- Convolutional Neural Networks
- Reinforcement Learning - Experience, Adapt, Excel
- Neoteric Frontiers in cloud,edge and Quantum Computing for Bigdata, IoT and AI Applications
- Reinforcement Learning - Experience,Adapt,Excel - Part II
- Economic Impact of New Category Recommendation Evidence from a Randomized Field Experiment
- Neural Text Generation
- RL Algorithms
- An Overview of AI,NLP,ML Research Activities
- LLMs & Ethics
- Reinforcement Learning with Human Feedback
- The LLM Journey
- Representation Learning for Large Scale Pretrained Models
- Computer Vision Application
Syllabus and materials
At NPTEL, as the course publishes them.
Credits and licence
- Institution
- IIT Madras
- Department
- Special Series
- Level
- Undergraduate
- Language
- English
- Source
- NPTEL
- Licence
- CC BY-NC-SA, as NPTEL states it. Non-commercial use only. NPTEL's terms
- Attribution
- NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
- Who can watch
- NPTEL gives no rating. Invisible Network shows it to Teens profiles and older, judged from what the source says about it. How courses are placed