GenQ: Unsupervised Training of Sentence Embeddings in NLP
TechViz - The Data Science Guy
GenQ: Unsupervised Training of Sentence Embeddings in NLP
5:31
GPL: Unsupervised Training of Sentence Transformer Embeddings (Paper Summary)
TechViz - The Data Science Guy
GPL: Unsupervised Training of Sentence Transformer Embeddings (Paper Summary)
6:51
Topical Chunking - Advanced Chunking Strategy for RAG
TechViz - The Data Science Guy
Topical Chunking - Advanced Chunking Strategy for RAG
5:49
RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval (Paper Summary)
TechViz - The Data Science Guy
RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval (Paper Summary)
10:26
What is a Masked Language Model (MLM) ?
TechViz - The Data Science Guy
What is a Masked Language Model (MLM) ?
5:13
SimCSE - Unsupervised Sentence Embeddings
TechViz - The Data Science Guy
SimCSE - Unsupervised Sentence Embeddings
5:56
TSDAE - Unsupervised Training of Sentence Embeddings
TechViz - The Data Science Guy
TSDAE - Unsupervised Training of Sentence Embeddings
9:25
Understanding Precision@K and Recall@K Metrics
TechViz - The Data Science Guy
Understanding Precision@K and Recall@K Metrics
6:09
Proposition-Based Retrieval Explained!
TechViz - The Data Science Guy
Proposition-Based Retrieval Explained!
9:06
Why do we need Positional Encoding in Transformers?
TechViz - The Data Science Guy
Why do we need Positional Encoding in Transformers?
4:30
Retrieval-Augmented Generation with Knowledge Graphs for Customer Support Q/A (Paper Summary)
TechViz - The Data Science Guy
Retrieval-Augmented Generation with Knowledge Graphs for Customer Support Q/A (Paper Summary)
15:51
Improving your RAG system with Self Querying Retrieval
TechViz - The Data Science Guy
Improving your RAG system with Self Querying Retrieval
6:35
Improving Document Re-ranking with Zero-Shot Question Generation (Paper Summary)
TechViz - The Data Science Guy
Improving Document Re-ranking with Zero-Shot Question Generation (Paper Summary)
6:58
Understanding Reciprocal Rank Fusion in Hybrid Search [Advanced RAG]
TechViz - The Data Science Guy
Understanding Reciprocal Rank Fusion in Hybrid Search [Advanced RAG]
8:16
Drift in Machine Learning Models
TechViz - The Data Science Guy
Drift in Machine Learning Models
0:46
Teacher Forcing in Neural Networks #lstm
TechViz - The Data Science Guy
Teacher Forcing in Neural Networks #lstm
0:45
Training & Production Performance Mismatch in ML
TechViz - The Data Science Guy
Training & Production Performance Mismatch in ML
0:42
API Design - 3 common Pagination Strategies
TechViz - The Data Science Guy
API Design - 3 common Pagination Strategies
3:32
API Design: What is Pagination?
TechViz - The Data Science Guy
API Design: What is Pagination?
0:49
Deciding on LLMs: Open or Closed Source? #llms
TechViz - The Data Science Guy
Deciding on LLMs: Open or Closed Source? #llms
0:37
Debug RAG Pipeline Retrieval Step #llms
TechViz - The Data Science Guy
Debug RAG Pipeline Retrieval Step #llms
0:38
Funnel Approach for Search Relevance System #ml
TechViz - The Data Science Guy
Funnel Approach for Search Relevance System #ml
0:36
OpenAI Sora - Text to Video Generation #openai
TechViz - The Data Science Guy
OpenAI Sora - Text to Video Generation #openai
0:34
Prompt Engineering Vs Fine-Tuning in LLMs
TechViz - The Data Science Guy
Prompt Engineering Vs Fine-Tuning in LLMs
0:40
What is T5 Model?
TechViz - The Data Science Guy
What is T5 Model?
0:39
Blueprint for Designing Machine Learning Systems
TechViz - The Data Science Guy
Blueprint for Designing Machine Learning Systems
10:38
Types of Language Model Architectures #llms
TechViz - The Data Science Guy
Types of Language Model Architectures #llms
0:48
Cross-Validation Strategies in Machine Learning
TechViz - The Data Science Guy
Cross-Validation Strategies in Machine Learning
0:52
Bootstrapping - Resampling Method in Machine Learning
TechViz - The Data Science Guy
Bootstrapping - Resampling Method in Machine Learning
0:32
Training Sentence Transformers with MNR Loss #ai
TechViz - The Data Science Guy
Training Sentence Transformers with MNR Loss #ai
0:49
Top Features for Movie Recommendation #recommendersystems
TechViz - The Data Science Guy
Top Features for Movie Recommendation #recommendersystems
0:47
Designing Search Engine #machinelearning
TechViz - The Data Science Guy
Designing Search Engine #machinelearning
0:21
Text Summarisation using LLMs #ai
TechViz - The Data Science Guy
Text Summarisation using LLMs #ai
0:38
What is Maximal Margin Relevance?
TechViz - The Data Science Guy
What is Maximal Margin Relevance?
0:44
Chain-of-Verification Prompt Method
TechViz - The Data Science Guy
Chain-of-Verification Prompt Method
0:47
RLHF in NLP #ai
TechViz - The Data Science Guy
RLHF in NLP #ai
0:35
Triplet Loss - Contrastive Learning
TechViz - The Data Science Guy
Triplet Loss - Contrastive Learning
0:38
LlamaRec: Two-Stage Recommendation using Large Language Models for Ranking
TechViz - The Data Science Guy
LlamaRec: Two-Stage Recommendation using Large Language Models for Ranking
9:25
Finetuning Sentence Transformers : Dataset Preparation #machinelearning
TechViz - The Data Science Guy
Finetuning Sentence Transformers : Dataset Preparation #machinelearning
0:43
Supercharge LLMs with Semantic Routing 🤩
TechViz - The Data Science Guy
Supercharge LLMs with Semantic Routing 🤩
0:46
Adapt LLMs on your Task #ai
TechViz - The Data Science Guy
Adapt LLMs on your Task #ai
0:37
AI/ML use cases in Healthcare Industry
TechViz - The Data Science Guy
AI/ML use cases in Healthcare Industry
0:21
Multi-Tenancy RAG System #llms
TechViz - The Data Science Guy
Multi-Tenancy RAG System #llms
0:39
Can LLMs help us do Recommendations? #ai
TechViz - The Data Science Guy
Can LLMs help us do Recommendations? #ai
0:44
Large Language Models (LLMs) for Recommendations (Paper Walkthrough)
TechViz - The Data Science Guy
Large Language Models (LLMs) for Recommendations (Paper Walkthrough)
8:56
3 Chunking Strategies in RAG #ai #rag
TechViz - The Data Science Guy
3 Chunking Strategies in RAG #ai #rag
0:40
Improving ChatGPT by ~10% #ai #llms
TechViz - The Data Science Guy
Improving ChatGPT by ~10% #ai #llms
0:36
Advanced Chucking Strategy for RAG #llms #ai
TechViz - The Data Science Guy
Advanced Chucking Strategy for RAG #llms #ai
0:36
🤑 Reduce your LLM API Cost #largelanguagemodels
TechViz - The Data Science Guy
🤑 Reduce your LLM API Cost #largelanguagemodels
0:48
😲 Building Advanced RAG systems #ai
TechViz - The Data Science Guy
😲 Building Advanced RAG systems #ai
0:42
Document Re-ranking using LLMs - Advanced RAG
TechViz - The Data Science Guy
Document Re-ranking using LLMs - Advanced RAG
15:32
🤩 Efficient Retrieval RAG Pipeline
TechViz - The Data Science Guy
🤩 Efficient Retrieval RAG Pipeline
0:48
Improving LLMs : Prompt Engineering
TechViz - The Data Science Guy
Improving LLMs : Prompt Engineering
0:48
Pairwise Ranking Method - Learning to Rank
TechViz - The Data Science Guy
Pairwise Ranking Method - Learning to Rank
0:51
Point-wise Ranking - Learning to Rank
TechViz - The Data Science Guy
Point-wise Ranking - Learning to Rank
0:40
🤯 Reduce Hallucination in LLMs with this Method
TechViz - The Data Science Guy
🤯 Reduce Hallucination in LLMs with this Method
0:49
😎 Designing Search API Service
TechViz - The Data Science Guy
😎 Designing Search API Service
0:46
😵 PandasAI (Powering Pandas with GenAI)
TechViz - The Data Science Guy
😵 PandasAI (Powering Pandas with GenAI)
0:30
Introducing PandasAI: Generative AI Python Library
TechViz - The Data Science Guy
Introducing PandasAI: Generative AI Python Library
10:15
Rephrase and Respond: Let Large Language Models Ask Better Questions for Themselves
TechViz - The Data Science Guy
Rephrase and Respond: Let Large Language Models Ask Better Questions for Themselves
7:57
Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models
TechViz - The Data Science Guy
Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models
10:49
MemPrompt: Memory-assisted prompt editing to improve GPT-3 after deployment
TechViz - The Data Science Guy
MemPrompt: Memory-assisted prompt editing to improve GPT-3 after deployment
15:52
Zero-Shot Next-Item Recommendation using Large Pretrained Language Models
TechViz - The Data Science Guy
Zero-Shot Next-Item Recommendation using Large Pretrained Language Models
10:36
Advanced RAG Concept: Improving RAG with Multi-stage Document Reranking
TechViz - The Data Science Guy
Advanced RAG Concept: Improving RAG with Multi-stage Document Reranking
12:33
Improving Language Model Reasoning with Contrastive Chain-of-Thought Prompting
TechViz - The Data Science Guy
Improving Language Model Reasoning with Contrastive Chain-of-Thought Prompting
9:15
Improving RAG performance with Parent Context Retriever
TechViz - The Data Science Guy
Improving RAG performance with Parent Context Retriever
4:53
Understanding RAG: Basics, Challenges, and Improvements
TechViz - The Data Science Guy
Understanding RAG: Basics, Challenges, and Improvements
13:09
PDF Document Question Answering with ChatGPT #demo
TechViz - The Data Science Guy
PDF Document Question Answering with ChatGPT #demo
2:32
GPT-3 Fine-Tuning Made Easy: No Coding Required!
TechViz - The Data Science Guy
GPT-3 Fine-Tuning Made Easy: No Coding Required!
8:45
Code Translation with GPT-4
TechViz - The Data Science Guy
Code Translation with GPT-4
1:00
DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarisation (Paper Summary)
TechViz - The Data Science Guy
DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarisation (Paper Summary)
12:09
Frustratingly Easy Model Ensemble for Abstractive Summarization (Research Paper Walkthrough)
TechViz - The Data Science Guy
Frustratingly Easy Model Ensemble for Abstractive Summarization (Research Paper Walkthrough)
9:37
GPTZero: Hero or Zero in Detecting AI Generated Text?
TechViz - The Data Science Guy
GPTZero: Hero or Zero in Detecting AI Generated Text?
5:37
I built GPT-3 powered Excel for analysing Amazon Reviews
TechViz - The Data Science Guy
I built GPT-3 powered Excel for analysing Amazon Reviews
12:51
GraphGPT: Transform Text into Knowledge Graphs with GPT-3
TechViz - The Data Science Guy
GraphGPT: Transform Text into Knowledge Graphs with GPT-3
6:31
Zero-shot Chain of thought Prompting with GPT-3 #shorts
TechViz - The Data Science Guy
Zero-shot Chain of thought Prompting with GPT-3 #shorts
0:42
Chain of thought Prompting in Large Language Models #shorts
TechViz - The Data Science Guy
Chain of thought Prompting in Large Language Models #shorts
0:59
Say Goodbye to Boring ChatBots: Welcome ChatGPT!
TechViz - The Data Science Guy
Say Goodbye to Boring ChatBots: Welcome ChatGPT!
0:41
Few-shot learning with SetFit
TechViz - The Data Science Guy
Few-shot learning with SetFit
0:32
LinkBERT: Pretraining Language Models with Document Links (Research Paper Walkthrough)
TechViz - The Data Science Guy
LinkBERT: Pretraining Language Models with Document Links (Research Paper Walkthrough)
11:43
TabLLM: Few-shot Classification of Tabular Data with Large Language Models (Paper Summary)
TechViz - The Data Science Guy
TabLLM: Few-shot Classification of Tabular Data with Large Language Models (Paper Summary)
12:27
SetFit - Efficient Few-Shot Learning Without Prompts (Research Paper Walkthrough)
TechViz - The Data Science Guy
SetFit - Efficient Few-Shot Learning Without Prompts (Research Paper Walkthrough)
9:43
DocQuery: Document Query Engine (Visual Question Answering) | Hugging face 🤗 Spaces
TechViz - The Data Science Guy
DocQuery: Document Query Engine (Visual Question Answering) | Hugging face 🤗 Spaces
1:06
OCR-VQA: Visual Question Answering by Reading Text in Images (Research Paper Summary)
TechViz - The Data Science Guy
OCR-VQA: Visual Question Answering by Reading Text in Images (Research Paper Summary)
11:29
Cohen's Kappa: Inter-rater Agreement Score for Categorical Items
TechViz - The Data Science Guy
Cohen's Kappa: Inter-rater Agreement Score for Categorical Items
3:14
Donut 🍩 : OCR-free Document Understanding Transformer (Research Paper Walkthrough)
TechViz - The Data Science Guy
Donut 🍩 : OCR-free Document Understanding Transformer (Research Paper Walkthrough)
10:38
Dense Passage Retrieval for Open-Domain Question Answering (Research Paper Walkthrough)
TechViz - The Data Science Guy
Dense Passage Retrieval for Open-Domain Question Answering (Research Paper Walkthrough)
12:17
WordPiece Tokenization in NLP
TechViz - The Data Science Guy
WordPiece Tokenization in NLP
3:28
A Semi-automatic approach for Generating Video Trailers for Learning Pathways (Poster Walkthrough)
TechViz - The Data Science Guy
A Semi-automatic approach for Generating Video Trailers for Learning Pathways (Poster Walkthrough)
3:32
Byte Pair Encoding Tokenization in NLP
TechViz - The Data Science Guy
Byte Pair Encoding Tokenization in NLP
2:57
Zero-Shot Relation Extraction from Text as a Natural Language Inference Task
TechViz - The Data Science Guy
Zero-Shot Relation Extraction from Text as a Natural Language Inference Task
4:59
Building Data Drift Detection Dashboard using Evidently and Mercury (Blog Walkthrough)
TechViz - The Data Science Guy
Building Data Drift Detection Dashboard using Evidently and Mercury (Blog Walkthrough)
12:17
LongT5: Efficient Text-To-Text Transformer for Long Sequences (Research Paper Summary)
TechViz - The Data Science Guy
LongT5: Efficient Text-To-Text Transformer for Long Sequences (Research Paper Summary)
15:09
Increasing Restaurant Sales by Optimising Online Menu using Machine Learning (Blog Walkthrough)
TechViz - The Data Science Guy
Increasing Restaurant Sales by Optimising Online Menu using Machine Learning (Blog Walkthrough)
9:41
LayoutLM: Pre-training of Text and Layout for Document Image Understanding (Paper Summary)
TechViz - The Data Science Guy
LayoutLM: Pre-training of Text and Layout for Document Image Understanding (Paper Summary)
10:07
BERTScore: Evaluating Text Generation with BERT (Paper Summary)
TechViz - The Data Science Guy
BERTScore: Evaluating Text Generation with BERT (Paper Summary)
1:56
Text Entailment approach for Zero-shot Text Classification (Research Paper Walkthrough)
TechViz - The Data Science Guy
Text Entailment approach for Zero-shot Text Classification (Research Paper Walkthrough)
9:40
Understanding nDCG metric for Search Ranking systems
TechViz - The Data Science Guy
Understanding nDCG metric for Search Ranking systems
1:24
Zero-Shot and Few-Shot Text Classification Techniques in NLP (Tech Report Walkthrough)
TechViz - The Data Science Guy
Zero-Shot and Few-Shot Text Classification Techniques in NLP (Tech Report Walkthrough)
16:42
Enabling Language Models to Fill in the Blanks (Research Paper Walkthrough)
TechViz - The Data Science Guy
Enabling Language Models to Fill in the Blanks (Research Paper Walkthrough)
8:41