Mono to Stereo: How AI Is Breathing New Life into Music | by Max Hilsdorf | Dec, 2024
Now that we discussed how relevant mono-to-stereo technology is, you might be wondering how it works under the hood. Turns...
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Improving Retrieval Augmented Generation accuracy with GraphRAG
Customers need better accuracy to take generative AI applications into production. In a world where decisions are increasingly data-driven, the...
Classifier-Free Guidance for LLMs Performance Enhancing | by Roman S | Dec, 2024
Classifier-free guidance is a very useful technique in the media-generation domain (images, videos, music). A majority of the scientific papers...
Using transcription confidence scores to improve slot filling in Amazon Lex
When building voice-enabled chatbots with Amazon Lex, one of the biggest challenges is accurately capturing user speech input for slot...
The Multi-Armed Bandit Problem—A Beginner-Friendly Guide | by Saankhya Mondal | Dec, 2024
Understanding the exploitation-exploration trade-off with an exampleA Multi-Armed Bandit (MAB) is a classic problem in decision-making, where an agent must...
An Agentic Approach to Reducing LLM Hallucinations | by Youness Mansar | Dec, 2024
Tip 2: Use structured outputsUsing structured outputs means forcing the LLM to output valid JSON or YAML text. This will...
Propensity-Score Matching Is the Bedrock of Causal Inference | by Ari Joury, PhD | Dec, 2024
OPINIONAnd how to get started with it using PythonCan training programs cause more economic prosperity? Image generated with Leonardo AIMuch...
Answer questions from tables embedded in documents with Amazon Q Business
Amazon Q Business is a generative AI-powered assistant that can answer questions, provide summaries, generate content, and securely complete tasks...
Should you switch from VSCode to Cursor? | by Marc Matterson | Dec, 2024
My experience using VSCode (GitHub Copilot) and Cursor (Claude 3.5 Sonnet) as a Data Scientist.Image artificially generated using FLUX.1 by...
Amazon Q Apps supports customization and governance of generative AI-powered apps
We are excited to announce new features that allow creation of more powerful apps, while giving more governance control using...
Semantically Compress Text to Save On LLM Costs | by Lou Kratz | Dec, 2024
LLMs are great… if they can fit all of your dataPhoto by Christopher Burns on UnsplashOriginally published at https://blog.developer.bazaarvoice.com on...
AWS re:Invent 2024 Highlights: Top takeaways from Swami Sivasubramanian to help customers manage generative AI at scale
We spoke with Dr. Swami Sivasubramanian, Vice President of Data and AI, shortly after AWS re:Invent 2024 to hear his...
A New Approach to AI Safety: Layer Enhanced Classification (LEC) | by Sandi Besen | Dec, 2024
LEC surpasses best in class models, like GPT-4o, by combining the efficiency of a ML classifier with the language understanding...
Design multi-agent orchestration with reasoning using Amazon Bedrock and open source frameworks
As generative AI capabilities evolve, successful business adoptions hinge on the development of robust problem-solving capabilities. At the forefront of...
How to Stand Out as a Junior Data Scientist | by Idit Cohen | Dec, 2024
7 things you can do to show your skills even if you have no experience at allImage by ChetGPTEvery junior...
