The Data Science Mentor
Author(s): Alessandro Romano Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Susan Q Yin on Unsplash We all had a mentor. Sometimes, it is a parent or just someone who dropped …
Explainable Artificial Intelligence (XAI) in Python: 3 Powerful Projects You Need to Know
Author(s): Davide Nardini Originally published on Towards AI. Unlock the power of Explainable Artificial Intelligence (XAI) in Python with this comprehensive guide! This member-only story is on us. Upgrade to access all of Medium. Created with Bing AI Have You Ever Heard …
Attention is all you need: How Transformer Architecture in NLP started.
Author(s): Surya Maddula Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Original Paper: Attention is all you need. AI-Generated Image This was THE paper that introduced Transformer Architecture to NLP. This transformative concept …
Why are Data Scientists Afraid to Use Test Driven Development?
Author(s): Lazar Gugleta Originally published on Towards AI. Software engineering should be one of the primary skills of Data Scientists. This member-only story is on us. Upgrade to access all of Medium. Programming differs from Software Engineering and especially Data Science, but …
#37 GraphRAG, SAM 2, Embeddings, Discord Chatbot, LSTM Project!
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week, we dive into applied AI developments, fundamental concepts, real-world discussions, and more. Dive in and enjoy the read! What’s AI Weekly This week in What’s AI, …
Beyond Prompting: How Voice Will Define the Future of AI
Author(s): Yaksh Birla Originally published on Towards AI. Photo by Ivan Bandura on Unsplash This member-only story is on us. Upgrade to access all of Medium. Remember when we thought the pinnacle of AI interaction was crafting the perfect text prompt? Well, …
GraphRAG Analysis, Part 2: Graph Creation and Retrieval vs Vector Database Retrieval
Author(s): Jonathan Bennion Originally published on Towards AI. Surprising similarities in most metrics, after Microsoft’s GraphRAG paper found questionable metrics with vaguely defined lift — the ROI of knowledge graphs may not always justify the hype. TLDR: GraphRAG enhances faithfulness over vector-based …
TAI #113; Sakana’s AI Scientist — Are LLM Agents Ready To Assist AI Research?
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, xAI joined the growing crowd of broadly GPT-4 class models, which now includes models from OpenAI, Anthropic, Deepmind, xAI, Meta, Mistral, and …
Face Detection in Python using YOLO: A Practical Guide
Author(s): Davide Nardini Originally published on Towards AI. Impressive Face Detection in just one Python line of code using YOLO and Ultralytics. This member-only story is on us. Upgrade to access all of Medium. This tutorial introduces you to YOLO, one of …
#36 A Framework for Building Scalable AI Products, Best AI Tools for Marketers, ML Library, and more!
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week, we have curated an interesting mix of resources around using AI for businesses, building AI products, and understanding AI models, along with exciting collaboration opportunities. What’s …
TAI 112; Agent Capabilities Advancing; METR Eval and Inference Compute Scaling
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week saw fewer major announcements in AI, but there were still some notable developments. New open-source models were released, including Qwen 2 Math …
Exploring Futuristic Visions of Peru Through AI Image Generation
Author(s): Roberto Iriondo Originally published on Towards AI. Source: DALL-E By Roberto Iriondo This blog post explores the process of generating futuristic yet realistic scenery images of Peru using AI tools. We discuss the inspirations behind each prompt, the challenges faced in …
Taylor Series in AI.
Author(s): Surya Maddula Originally published on Towards AI. P.S. Read thru this article a bit slowly, word by word; you’ll thank me later 😉 — — — — Let’s see what the Taylor Series is and how it relates to its applications …
The Best Practices of RAG
Author(s): Florian June Originally published on Towards AI. Typical RAG Process, Best Practices for Each Module, and Comprehensive Evaluation The process of RAG is complex, with numerous components. How can we determine the existing RAG methods and their optimal combinations to identify …
Building a Productized AI Chatbot for Credit Card Business
Author(s): Shenggang Li Originally published on Towards AI. Streamlined Integration of Mixed Tech in AI ChatbotPhoto by Chris Appano on Unsplash Imagine you’re a customer with an urgent question about your credit card. You call customer support, but the wait time is …
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