#Article #MachineLearning #DataScience #DeepDives #Knowledge #Distillation #Model #Compression #Quantization
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Towards Data Science
Model Compression: Make Your Machine Learning Models Lighter and Faster | Towards Data Science
A deep dive into pruning, quantization, distillation, and other techniques to make your neural networks more efficient and easier to deploy.
Connecting the Dots for Better Movie Recommendations
#Article #LLM #Graphrag #MachineLearning #Retrieval #Augmented
via Towards Data Science
#Article #LLM #Graphrag #MachineLearning #Retrieval #Augmented
via Towards Data Science
Towards Data Science
Connecting the Dots for Better Movie Recommendations
Connecting the Dots for Better Movie Recommendations: Lightweight graph RAG on Rotten Tomatoes movie reviews
AI Is Not a Black Box (Relatively Speaking)
#ArtificialIntelligence #BlackBox #LLM #MachineLearning #Neuroscience #Transparency
via Towards Data Science
#ArtificialIntelligence #BlackBox #LLM #MachineLearning #Neuroscience #Transparency
via Towards Data Science
Telegraph
AI Is Not a Black Box (Relatively Speaking)
Compared to the opacity around human intelligence, AI is more transparent in some very tangible ways. The post AI Is Not a Black Box (Relatively Speaking) appeared first on Towards Data Science.…
Grad-CAM from Scratch with PyTorch Hooks
#Article #MachineLearning #PyTorch #Grad_CAM #Python
via Towards Data Science
#Article #MachineLearning #PyTorch #Grad_CAM #Python
via Towards Data Science
Towards Data Science
Grad-CAM from Scratch with PyTorch Hooks
A hands-on look at an explainable AI (XAI) technique that helps reveal why a convolutional neural network (CNN) made a particular decision
Context Engineering — A Comprehensive Hands-On Tutorial with DSPy
#Article #LLM #ContextEngineering #DeepDives #Dspy #Applications #MachineLearning
via Towards Data Science
#Article #LLM #ContextEngineering #DeepDives #Dspy #Applications #MachineLearning
via Towards Data Science
Telegraph
Context Engineering — A Comprehensive Hands-On Tutorial with…
Let's dissect the art and science of context engineering, one module at a time! The post Context Engineering — A Comprehensive Hands-On Tutorial with DSPy appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author.…
How I Won the “Mostly AI” Synthetic Data Challenge
#Article #MachineLearning #ArtificialIntelligence #DataScience #SequentialData #SyntheticData #Generation
via Towards Data Science
#Article #MachineLearning #ArtificialIntelligence #DataScience #SequentialData #SyntheticData #Generation
via Towards Data Science
Telegraph
How I Won the “Mostly AI” Synthetic Data Challenge
A deep dive into how post-processing can supercharge synthetic data generation The post How I Won the “Mostly AI” Synthetic Data Challenge appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source
Finding Golden Examples: A Smarter Approach to In-Context Learning
#Article #LLM #Applications #AgenticAi #ContextLearning #MachineLearning #Prompt #Architecture
via Towards Data Science
#Article #LLM #Applications #AgenticAi #ContextLearning #MachineLearning #Prompt #Architecture
via Towards Data Science
Telegraph
Finding Golden Examples: A Smarter Approach to In-Context Le…
From random example selection to systematic AuPair generation — how to make your LLM prompts actually work The post Finding Golden Examples: A Smarter Approach to In-Context Learning appeared first on Towards Data Science. Generated by RSStT. The copyright…
Fine-Tune Your Topic Modeling Workflow with BERTopic
#Article #MachineLearning #Clustering #DataScience #Llm #Modeling
via Towards Data Science
#Article #MachineLearning #Clustering #DataScience #Llm #Modeling
via Towards Data Science
Telegraph
Fine-Tune Your Topic Modeling Workflow with BERTopic
Learn how to fine-tune BERTopic settings for more focused, reproducible, and interpretable results The post Fine-Tune Your Topic Modeling Workflow with BERTopic appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original…
A Refined Training Recipe for Fine-Grained Visual Classification
#Article #MachineLearning #ArtificialIntelligence #Computer #Vision #DataScience #DeepDives #Classification
via Towards Data Science
#Article #MachineLearning #ArtificialIntelligence #Computer #Vision #DataScience #DeepDives #Classification
via Towards Data Science
Telegraph
A Refined Training Recipe for Fine-Grained Visual Classifica…
How FGVC aims to recognize images belonging to multiple subordinate categories of a super-category The post A Refined Training Recipe for Fine-Grained Visual Classification appeared first on Towards Data Science. Generated by RSStT. The copyright belongs…
How to Use LLMs for Powerful Automatic Evaluations
#Article #LargeLanguageModels #Artificial_Intelligence #DataScience #Llm #Evaluation #MachineLearning
via Towards Data Science
#Article #LargeLanguageModels #Artificial_Intelligence #DataScience #Llm #Evaluation #MachineLearning
via Towards Data Science
Telegraph
How to Use LLMs for Powerful Automatic Evaluations
A beginner-friendly introduction to LLM-as-a-Judge The post How to Use LLMs for Powerful Automatic Evaluations appeared first on Towards Data Science. Generated by RSStT. The copyright belongs to the original author. Source