AI — Models & Research

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MLT | Week-10 | Live Session
Formal & Physical Sciences AI — Models & Research
EN

MLT | Week-10 | Live Session

Avinash Singh
103 min
★ ★ ★ ☆ ☆ 3/5
SVMMachine LearningMargin
Lec 31: NCCL, All-reduce, and Multi-node
Formal & Physical Sciences AI — Models & Research
EN

Lec 31: NCCL, All-reduce, and Multi-node

Dr. Satyajit Das and Prof. Satyadhyan Chickerur
14 min
★ ★ ★ ☆ ☆ 3/5
NCCLDistributed TrainingAll-Reduce
Lec 30: PyTorch DDP Deep Dive
Applied Sciences & Engineering AI — Models & Research
EN

Lec 30: PyTorch DDP Deep Dive

Dr. Satyajit Das and Prof. Satyadhyan Chickerur
17 min
★ ★ ★ ★ ☆ 4/5
PyTorchDistributed TrainingDDP
Lec 24: Transformers - I
Formal & Physical Sciences AI — Models & Research
EN

Lec 24: Transformers - I

Prof. Arijit Sur
44 min
★ ★ ★ ★ ☆ 4/5
TransformersAttentionImage Captioning
The FASTEST local AI video generator
Applied Sciences & Engineering AI — Models & Research
EN

The FASTEST local AI video generator

AI Search
17 min
★ ★ ★ ★ ☆ 4/5
LTX 2.5ComfyUIAI Video Generation
MLP Live session (17-08-2026)
Applied Sciences & Engineering AI — Models & Research
EN

MLP Live session (17-08-2026)

Machine Learning Practice
94 min
★ ★ ☆ ☆ ☆ 2/5
Machine LearningImage ClassificationCIFAR-10
Lec 19: Sequence Modelling
Formal & Physical Sciences AI — Models & Research
EN

Lec 19: Sequence Modelling

Prof. Arijit Sur
25 min
★ ★ ★ ★ ☆ 4/5
Sequence-to-SequenceAttentionRNN
Lec 18: LSTM
Formal & Physical Sciences AI — Models & Research
EN

Lec 18: LSTM

Prof. Arijit Sur
41 min
★ ★ ★ ★ ☆ 4/5
LSTMRNNVanishing Gradient
Lec 17: Training of RNN
Formal & Physical Sciences AI — Models & Research
EN

Lec 17: Training of RNN

Prof. Arijit Sur
39 min
★ ★ ★ ☆ ☆ 3/5
RNNBackpropagation Through TimeSequence Modeling
How to Help AI Do Your Work Better
Humanities, Social Sciences & Thought AI — Models & Research
EN

How to Help AI Do Your Work Better

The AI Daily Brief
24 min
★ ★ ★ ★ ☆ 4/5
AI AutomationChatGPTGrokBot
MLT | Week-7 & 8 | Revision Session
Formal & Physical Sciences AI — Models & Research
EN

MLT | Week-7 & 8 | Revision Session

MLT cs2007
122 min
★ ★ ★ ★ ☆ 4/5
Machine LearningEntropyDecision Trees
MLP Live session (13-08-2026)
Formal & Physical Sciences AI — Models & Research
EN

MLP Live session (13-08-2026)

Machine Learning Practice
107 min
★ ★ ★ ☆ ☆ 3/5
NLPMachine LearningBag-of-Words
Lec 27: Transfer learning for large models
Formal & Physical Sciences AI — Models & Research
EN

Lec 27: Transfer learning for large models

Dr. Satyajit Das and Prof. Satyadhyan Chickerur
35 min
★ ★ ★ ★ ☆ 4/5
Transfer LearningLarge Language ModelsFine-Tuning
Lec 24: LLM Foundation and terminology
Formal & Physical Sciences AI — Models & Research
EN

Lec 24: LLM Foundation and terminology

Dr. Satyajit Das and Prof. Satyadhyan Chickerur
33 min
★ ★ ★ ★ ☆ 4/5
LLMTransformerFine-Tuning