Fine-Tuning vs Distillation vs Transfer Learning: What’s The Difference?
Author(s): Artem Shelamanov Originally published on Towards AI. What are the main ideas behind fine-tuning, distillation, and transfer learning? A simple explanation with a focus on LLMs. This member-only story is on us. Upgrade to access all of Medium. Fine-tuning vs distillation …
#63: Full of Frameworks: APDTFlow, NSGM, MLFlow, and more!
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week, we are introducing new frameworks through hands-on guides such as APDTFlow (addresses challenges with time series forecasting), NSGM (addresses variable selection and time-series network modeling), and …
Building AI-Powered Chatbots with Gemini, LangChain, and RAG on Google Vertex AI
Author(s): Shenggang Li Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. A Step-by-Step Guide to Configuring Google Vertex AI, Leveraging the Gemini API, and Integrating Knowledge Bases for Intelligent Conversational Applications Photo by …
Data Diagnostics: Transforming & Reducing Data for Smarter Insights
Author(s): Saif Ali Kheraj Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Ever looked at a dataset and wondered, Where do I even start? The answer lies in understanding its distribution. Before jumping …
Build Your LLM Engineer Portfolio (Part 2): A 3-Month Roadmap
Author(s): Maxime Jabarian Originally published on Towards AI. From Zero to Hero: A step-by-step guide to building, refining, and showcasing a RAG portfolio to launch your career. This member-only story is on us. Upgrade to access all of Medium. Author’s Image — …
Addressing Concerns and Applying Policies for Responsible GenAI Usage
Author(s): Murat Girgin Originally published on Towards AI. Generative AI has revolutionized how businesses operate, offering unprecedented efficiency and automation. However, its rapid adoption has also raised concerns about data security, privacy, and ethical considerations. Organizations must establish clear and responsible AI …
Vector Databases 101: A Beginner’s Guide to Vector Search and Indexing
Author(s): Afaque Umer Originally published on Towards AI. Vector Databases 101: A Beginner’s Guide to Vector Search and Indexing Photo by Google DeepMind on Unsplash Introduction Alright, folks! Ever wondered how search engines find that one perfect cat meme out of a …
Armor to the Expanding Virtual Universe: A Mental Health Monitoring System Addressing Escapism And Ptsd
Author(s): MSVPJ Sathvik Originally published on Towards AI. The entire digital universe has taken a great leap with the landing of augmented and virtual reality technologies(AR and VR). This astonishing metaverse in which users have 3D avatars to interact, connect, socialize, and …
AI Agent Developer: A Journey Through Code, Creativity, and Curiosity
Author(s): Talha Nazar Originally published on Towards AI. Image By Author Artificial Intelligence (AI) agents are no longer just science fiction — they’re transforming industries, automating mundane tasks, and solving complex problems that were once thought impossible. From virtual assistants like Siri …
Run OpenAI Swarms at Near-Zero Cost
Author(s): Thomas Reid Originally published on Towards AI. Implementing OpenAI Agentic workflows using GROQImage by Dalle-3 This member-only story is on us. Upgrade to access all of Medium. I posted an article a few months ago on the new swarm technology that …
10 Popular AI Myths, Debunked
Author(s): Vita Haas Originally published on Towards AI. AI is having a moment — and so are the myths. From doomsday predictions to miracle cures, the hype machine is in overdrive. Hollywood spins apocalyptic tales, while Silicon Valley pitches AI as the …
AlphaGeometry2: A Deep Dive into a Gold-Medalist AI Geometry Solver
Author(s): Jesus Rodriguez Originally published on Towards AI. I recently started an AI-focused educational newsletter, that already has over 175,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. The goal is …
Why you should try RAG before Finetuning a LLM?
Author(s): Stefan Silver Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Image 1: RAG or Finetuning? While many use cases that can be solved using LLMs like ChatGPT don’t need any extra information …
DeepSeek in My Engineer’s Eyes
Author(s): Kelvin Lu Originally published on Towards AI. Photo by ThisisEngineering on Unsplash It’s been almost a year since my last post — June of last year, to be exact. The reason? I simply didn’t come across anything I felt was exciting …
DeepSeek AI — Beginner’s Guide
Author(s): M. Haseeb Hassan Originally published on Towards AI. Part 3 of 3 DeepSeek AI operates successfully at a time when Artificial Intelligence is driving fast sectoral transformations. The DeepSeek AI model is an advanced artificial intelligence model that performs complicated natural …
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