Posts Tagged with: Machine Learning (32)
When LLMs Become Scientific Instruments: Groundsource Flash Flood Research Report
A deep dive into Google's 2.6-million-event flood dataset: what the data shows, what claims hold up, and why the methodology matters more than the dataset itself. Resources: Enriched Dataset |...
How Aleksa GordiÄ Broke into AI Engineering Without a Degree in AI
Entering artificial intelligence often looks impossible without a master's degree, a PhD, or years inside elite academic research labs. Yet one of the clearest case studies of breaking into frontier...
Geographic Concentration of Machine Learning Models: How Compute Economics Re-Engineered the AI Map
When you look at where notable artificial intelligence models come from, the global map looks empty. In the 2024 Stanford AI Index Report, researchers tracked 149 notable machine learning systems...
Africa Has the ML Talent But Missing the GPUs.
One challenge I have noticed throughout my academic journey and as a TA is that access to computing resources, especially GPUs, has become a major bottleneck for many students especially...
Give Me 8 Minutes To Show What You Can Actually Do With NVIDIA's Model Catalog- The AI Superstore:
If you visit the NVIDIA Build catalog today, you are greeted by a massive list of numbers, acronyms, and technical jargon. You will see names like "Nemotron," "Gemma," and "Mistral."...
Why is Nvidia Selling API Keys Now? The Plain English Guide to NIMs and the AI Cloud
The landscape of artificial intelligence is shifting rapidly. For years, Nvidia was known primarily as a hardware company that manufactured the powerful Graphics Processing Units (GPUs) required for gaming and...
How Google Turned 5 Million News Articles into a Flash Flood Warning System
Google just announced (March 13th, 2026) that it can predict urban flash floods up to 24 hours in advance, for most of the world, without building a single physical sensor....
Discover Graduate Programs at Carnegie Mellon University Africa
Carnegie Mellon University Africa (CMU-Africa), located in Rwanda, offers three master's programs designed to equip students with the skills needed to address global challenges in technology and engineering. These programsâMaster...
Review: Google Antigravity License Agreement and First Impressions
Googleâs new Antigravity code editor promises a revolution where AI agents write and test code for you, but the fine print reveals a potential privacy nightmare. This review uncovers buried...
Andrew Ng's Machine Learning Specialization: The Updated Stanford Course for Beginners
The Machine Learning Specialization , created by Andrew Ng and DeepLearning.AI, is a revamped and modernized version of the original Stanford Machine Learning course, one of the most popular and...
The Good Kind of Tired: Why âHappily Exhaustedâ Deserves Its Own Word
You know the feeling. Your legs are jelly after the final whistle, your eyes burn after the last line of code compiles, your arms ache from carrying a laughing kid...
How Google forecasts Weather and Air Quality Data
Google's weather forecasts are created using an internal forecasting system that combines weather models and observations from various global weather agencies. The primary data sources for Google's weather forecasting include:...
How PyTorch Calculates Gradients: What loss.backward() and .grad Actually Do
In this post, let us take a closer look at how gradients are calculated in PyTorch, particularly focusing on the interaction between the loss.backward() function and a variableâs .grad attribute....
Where to Find Data: A Curated List of Free Datasets and Repositories
In data science and machine learning, data is the new oilâit's the fuel that powers our models and insights. But finding the right data can be a challenge. Whether you're...
Zindi -Ghana Crop Disease Detection Challenge
Zindi, in partnership with GIZ, Digital Transformation Centre Ghana, Fairforward, and the Responsible AI Lab, has launched the Ghana Crop Disease Detection Challenge. This challenge focuses on building machine learning...
A Chronological Look At AI: A Decade-by-Decade Evolution
Artificial intelligence did not arrive overnight with ChatGPT. It took eighty years of alternating breakthroughs, hardware bottlenecks, and research winters to reach this point. Looking at the field decade by...
Why I Built a Free HD Background Remover (and What People Use It For)
Need to remove the background from a photo without losing HD quality? I built a free web app for that. Upload your image, adjust a few options, and download a...
Complete Machine Learning Package: A Free, Hands-On ML Course by Jean de Dieu Nyandwi
Are you fascinated by machine learning but have no idea where to start? Do you find yourself jumping between YouTube tutorials, blog posts, and dense textbooks, only to end up...
Lex Fridman and Andrew Ng on Deep learning - Lex Podcast
Join Lex Fridman and Andrew Ng as they delve into the exciting world of deep learning in this podcast episode. These AI legends share valuable insights on not just deep...
Can AI Bring a Photo of Bees to Life? Testing Luma AI's Dream Machine
I recently tried out Luma AI's dream machine using a picture of what I believe are wasps or bees (though I'm not entirely sure which ).. What I Did After...
Free Roboflow Notebooks for Training Your Own Computer Vision Models
Are you looking to learn how to build a computer vision model? High-quality computer vision tutorials can be found on GitHub, thanks to Piotr Skalski and the Roboflow team. Step-by-Step...
How AI Could Empower Any Business - Andrew Ng
In this TED talk by Andrew Ng, co-founder of Google Brain and deeplearning.ai, he believes that artificial intelligence (AI) systems should be more widely available and accessible, so that even...
fastai's Practical Deep Learning for Coders: Deep Learning Without a PhD
In case you have to do Deep learning or interested in building applications with neural networks in a hands-on way you can check out fastai by Jeremy Howard and his...
AI: What It Is, How Itâs Seen, and How to Stay Informed
Artificial Intelligence (AI) is driving innovation and sparking curiosity, but the hype can make it hard to see clearly. Whether you want just enough knowledge to follow AI news and...
Why Isn't Reinforcement Learning Widely Used for Game AI Agents?
Reinforcement learning (RL) has powered impressive achievements in game-playing AI, such as AlphaGo and OpenAI's Dota 2 bot. Tools like Unity ML Agents and examples like Gran Turismo 7's RL-trained...
Machine Learning Experts to Follow
Looking for inspiration in the field of Machine Learning? Here are my top picks for experts whose work is shaping the future of AI. Iâm a huge fan of Andrew...
Why Machine Learning Models Can Be Confidently Wrong: A Charger Classified as a Phone
While machine learning is a powerful tool, it's important to remember that models are not infallible. In fact, they can sometimes be overconfident in their predictions, as shown in this...
ThreeJs and Reinforcement Learning in 3D
I built a simple 3D game in November 2024 mostly for fun. The objective was to minimize the time taken for a player to destroy all the pillars. Then I...
ML5.js: Machine Learning for the Web
ML5.js is an open-source JavaScript library designed to make machine learning accessible to a broad audience, including artists, creative coders, and students. It leverages TensorFlow.js to bring machine learning models...
HumekaFL: CMU-Africa's App That Detects Birth Asphyxia From a Baby's Cry
Birth asphyxia is when a baby does not get enough oxygen during delivery. It is one of the main causes of newborn deaths, and sub-Saharan Africa has some of the...
Where to Start with Machine Learning: Jason Brownlee's Resource List and My Pick
Jason Brownlee runs Machine Learning Mastery, a site I have ended up on many times while trying to fix an error in my code. He describes his work as helping...
YOLO Object Detection Explained: Every Version From v1 to YOLO11, Licensing and Uses
Before YOLO, most object detectors worked in two stages. First they proposed a few thousand regions of the image that might contain something, then they ran a classifier on each...