Generative AI is a Kindergartner: Please Give it Crayons
Author(s): Sophia Banton Originally published on Towards AI. Generative AI is a Kindergartner: Please Give it Crayons Do we expect kindergartners to write essays before mastering the alphabet? Picture two scenes in a classroom: In one, a teacher stands over scattered papers, …
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 …
Run DeepSeek-R1 Locally on your System using Python! 🚀
Author(s): Krishan Walia Originally published on Towards AI. Guide to running any LLM locally with minimum resource requirements. This member-only story is on us. Upgrade to access all of Medium. Not a member?Access the full article here (and don’t forget to leave …
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 …
TAI #138: OpenAI’s o3-Mini and Deep Research: A New Era of Reasoning Powered Agents?
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie We realize that we have been alternating between OpenAI and DeepSeek-focused discussions recently, but this is with good reason, given some very impressive models …
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 …
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 …
DeepSeek AI — The Future is Here
Author(s): M. Haseeb Hassan Originally published on Towards AI. The rise of AI is massively affecting the society. It is not something that will happen someday, it has happened already. AI is being discussed in various sectors like healthcare, banking, education, manufacturing, …
How Does Deepseek AI Actually Work? What Makes It Different?
Author(s): Sakshi Shruti Originally published on Towards AI. ⚠️ Insanely cheap AI model is disrupting the market This member-only story is on us. Upgrade to access all of Medium. image generated from Leonardo AI I know you might have already come across …
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 …
Rotating Box Challenge: Why OpenAI GPT Beat DeepSeek and Qwen2.5 Hands Down
Author(s): Tarun Singh Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Imagine a rotating box. Inside it, a ball bounces around, striking the walls, defying gravity, and never stepping out of bounds. Sounds …
RAG vs. CAG : Can Cache-Augmented Generation Really Replace Retrieval?
Author(s): Alden Do Rosario Originally published on Towards AI. A recent VentureBeat article highlights a new Cache-Augmented Generation (CAG) method that promises no retrieval overhead and even better performance than Retrieval-Augmented Generation (RAG). Sounds too good to be true? We decided to …
AI Isn’t ‘Hitting A Wall.” Here Is Why
Author(s): Rafe Brena, Ph.D. Originally published on Towards AI. What does DeepSeek have to do with it? This member-only story is on us. Upgrade to access all of Medium. Image by the author with ChatGPT Opinions about the future of AI couldn’t …
#60: DeepSeek, CAG, and the Future of AI Reasoning
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! The last two weeks in AI have been all about Deepseek-R1. So this week’s issue includes resources and discussions on that, along with emerging techniques such as CAG, …
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