Whispers from the digital wind, hang tight..
Image created by author using Dall-E 3 Troubleshoot LLMs and Retrieval Augmented Generation with Retrieval and Response Metrics Figure 1: Root Cause Workflows for LLM RAG Applications (flowchart created by author) If you have been experimenting with large language models (LLMs) for search
Guide on performing this switch, and comparison between them Continue reading on Towards Data Science »
Struggling to articulate the value of your data team? Learn how to calculate your data team’s return with the Data ROI Pyramid. Image by author. As recently as a year ago, about half of the data leaders I spoke with felt the
A dynamic approach to treatment personalization Outline IntroductionWhen To Use Contextual Bandits2.1. Contextual Bandit vs Multi-Armed Bandit vs A/B Testing2.2. Contextual Bandit vs Multiple MABs2.3. Contextual Bandit vs Multi-Step Reinforcement Learning2.4. Contextual Bandit vs Uplift ModelingExploration and Exploitation in Contextual Bandits3.1.
Patient rule induction method finds 35% better segments than previously reported Image created by author with recraft.ai Inspired by an in-depth Medium article [1] with a case study on identifying bank customer segments with high churn reduction potential, this story
Learn how your Text-to-SQL LLM app may be vulnerable to Prompt Injections, and mitigation measures you could adopt to protect your data Continue reading on Towards Data Science »
A benchmark of the main operations and layers on MLX, PyTorch MPS and CUDA GPUs. Continue reading on Towards Data Science »
And 5 ways to use it in data science and machine learning Continue reading on Towards Data Science »
Bridging the gap: Brain-inspired solutions to address catastrophic forgetting in artificial neural networks Continue reading on Towards Data Science »
A prototype tool powered by Large Language Models to make querying your databases as easy as saying the word. Continue reading on Towards Data Science »
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