The Math Behind Machine Learning: Linear Algebra, Calculus & Probability
Author(s): Aleti Adarsh Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Let’s be honest — machine learning looks like magic at first glance. You feed a model some data, and suddenly, it starts …
Easy Late-Chunking With Chonkie
Author(s): Michael Ryaboy Originally published on Towards AI. Image Source https://github.com/chonkie-ai/ Late Chunking has just been released in Chonkie, a lean chunking library that already boasts over 2,000 stars on GitHub. This is a welcome update for anyone looking to integrate late …
Pandemics Simplified: A Toy Model’s Take on COVID-19
Author(s): Maxime Jabarian Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Source In this post, I’ll take you on a journey into the world of infectious disease modeling, focusing on a visually engaging …
OpenAI’s O3 Mini
Author(s): Naveen Krishnan Originally published on Towards AI. 1. Introduction In this blog, we see all about OpenAI’s O3‑mini model — a lightweight but powerful reasoning model, O3‑mini is making advanced reasoning and natural language processing more accessible and cost‑effective. OpenAI’s O3‑mini …
Achieve OpenAI o1-mini Level Reasoning with Open-Source Models
Author(s): Yu-Cheng Tsai Originally published on Towards AI. Performing Supervised Fine-Tuning (SFT) on DeepSeek R1’s Distilled Models with Your Domain Data This member-only story is on us. Upgrade to access all of Medium. Photo by Jorne Hermans on Unsplash What Are DeepSeek’s …
Anyone Can Build GenAI Apps
Author(s): Jiazhen Zhu Originally published on Towards AI. written by Jiazhen Zhu, Michael Pfaffenberger, Wallace Dalmet, Sriram Ranganathan, Ahmed Noufel, and Anveshrithaa Sundareswaran Photo credit: Pixabay We conducted a brown bag session at the Walmart Global Tech Reston site to discuss this …
Cloud AI is Rigged Against Startups, and DeepSeek is the Warning Shot
Author(s): Krishna Chaitanya Chavati Originally published on Towards AI. Meet Alex, a startup entrepreneur pursuing AI-driven efficiency only to encounter rising costs, hidden fees, and unsolvable trade-offs This member-only story is on us. Upgrade to access all of Medium. Source: Author generated …
I Used ChatGPT to Count My Calories
Author(s): Dr. Leon Eversberg Originally published on Towards AI. Comparing my calorie count to the AI-generated estimates from ChatGPT-4o with different prompts in a self-experiment This member-only story is on us. Upgrade to access all of Medium. My calorie counting versus different …
Resource-Efficient Fine-Tuning of DeepSeek-R1
Author(s): Thuwarakesh Murallie Originally published on Towards AI. How to make DeepSeek R1 to reason with your private data This member-only story is on us. Upgrade to access all of Medium. Photo by Dan Schiumarini on Unsplash We no longer seek validation …
Text Preprocessing for NLP: A Step-by-Step Guide to Clean Raw Text Data
Author(s): Adipta Martulandi Originally published on Towards AI. A Beginner’s Guide to Cleaning and Preparing Text Data for NLP Models + Hands-on with Python This member-only story is on us. Upgrade to access all of Medium. Common NLP Project Pipeline, Image by …
Stop Paying for AI! How to Run DeepSeek Locally for Free
Author(s): Prisca Ekhaeyemhe Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Are you tired of API costs and privacy concerns when using AI models? What if you could run a powerful AI like …
Benchmarking ChatGPT, Qwen, and DeepSeek on Real-World AI Tasks
Author(s): HarshVardhan jain Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Aidin Geranrekab on Unsplash The wealthy tech giants in the U.S. once dominated the AI market but DeepSeek’s release caused …
Actor Critic — Deep Reinforcement Learning
Author(s): Sarvesh Khetan Originally published on Towards AI. I have introduced the problem statement here wherein we are trying to build an agent capable of playing Ping Pong Atari game. Before reading this article I would suggest building up foundational knowledge by …
Important LLMs Papers for the Week from 20/01 to 26/01
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Large Language Models Research This member-only story is on us. Upgrade to access all of Medium. Large language models (LLMs) have advanced rapidly in recent years. As new generations of …
Building End-to-End Machine Learning Projects: From Data to Deployment
Author(s): Aleti Adarsh Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Have you ever stood at the edge of a mountain, looking down, unsure of how to take the first step? That’s exactly …
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