Posts in AI
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...
Exploring Machine Learning: The Best Resources for Beginners
If you’re just stepping into the world of machine learning, finding the right resources can feel like navigating a labyrinth. Thankfully, Jason Brownlee at Machine Learning Mastery has compiled an...
Kaggle competitions: Gateway to Data Science Success
Imagine a place where data scientists from around the world gather to solve real-world problems, compete for substantial prizes, and build their careers. That’s Kaggle competitions in a nutshell -...
Revolutionizing Healthcare in Developing Nations Through Data
Jeremy Howard, a prominent figure in artificial intelligence and healthcare innovation, highlights a critical issue in global healthcare: developing nations have less than 10% of the medical experts they need....
Answer.AI Launches: A New Chapter in Practical AI Development
A groundbreaking AI venture has emerged with the launch of Answer.AI, a novel R&D laboratory founded by Jeremy Howard and Eric Ries with $10 million in funding from Decibel VC....
Machine Learning Specialization by Andrew Ng and DeepLearning.AI
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 foundational...
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:...
Understanding Gradients with loss.backward() in PyTorch
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 variable’s .grad attribute....
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 images to life?
Limits of Generative AI: My Experience with Luma AI and Virtual Bees.
Introducing GitHub Models
GitHub is enabling the rise of the AI engineer with the introduction of GitHub Models, bringing the power of industry-leading large and small language models to its more than 100...
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...
Introducing fastai-Practical deep learning without a PhD
In case you ever 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.