Name
Owner
File size
Appendix
Owner hidden
Feb 28, 2023
Download
YT Thumbnails
Owner hidden
Nov 24, 2023
Download
L0 Big Picture of NLP
Owner hidden
Mar 26, 2024
2 MB
Download
More info (Alt + →)
L1 Word Vectors - Word2vec
Owner hidden
Mar 3, 2024
2.6 MB
Download
More info (Alt + →)
L2 Word Vectors - GloVe
Owner hidden
Mar 3, 2024
3.2 MB
Download
More info (Alt + →)
L3 Language Models and Recurrent Neural Networks (RNN)
Owner hidden
Mar 3, 2024
2.8 MB
Download
More info (Alt + →)
L4 Long Short-Term Memory (LSTM)
Owner hidden
Mar 3, 2024
2.8 MB
Download
More info (Alt + →)
L5 Attention, Beam Search, Machine Translation
Owner hidden
Mar 3, 2024
2.7 MB
Download
More info (Alt + →)
L6 Transformers
Owner hidden
Mar 3, 2024
2.8 MB
Download
More info (Alt + →)
L7 Tokenization: BPE, WordPiece, Unigram
Owner hidden
Mar 3, 2024
2 MB
Download
More info (Alt + →)
L8 Word Vectors: FastText, ELMo
Owner hidden
Mar 3, 2024
3.5 MB
Download
More info (Alt + →)
L9 Pretrained Models, BERT, SentenceBERT, SimCSE, GPT, T5
Owner hidden
Mar 3, 2024
6.9 MB
Download
More info (Alt + →)
L10 Prompt-based Learning
Owner hidden
Mar 12, 2024
33 KB
Download
More info (Alt + →)
L11 Distillation, Pruning
Owner hidden
Mar 3, 2024
6.2 MB
Download
More info (Alt + →)
L12 PEFT, Quantization
Owner hidden
Mar 12, 2024
1.9 MB
Download
More info (Alt + →)
L13 Question-Answering and RAG
Owner hidden
Mar 26, 2024
5.3 MB
Download
More info (Alt + →)
L14 Natural Language Generation, Text Summarization
Owner hidden
Mar 17, 2024
4.2 MB
Download
More info (Alt + →)
L15 Instruction Tuning | RLHF
Owner hidden
Mar 12, 2024
56 KB
Download
More info (Alt + →)
L16 Multimodal Learning
Owner hidden
Mar 26, 2024
9.1 MB
Download
More info (Alt + →)
L17 Analysis and Interpretation
Owner hidden
Mar 26, 2024
5.9 MB
Download
More info (Alt + →)
Project Deliverables, Tips and Guidance
Owner hidden
Feb 18, 2024
1.9 MB
Download
More info (Alt + →)
Project member
Owner hidden
Apr 2, 2024
2 KB
Download
More info (Alt + →)
No files in this folder.Sign in to add files to this folder