Articles tagged Machine Learning
English articles tagged Machine Learning on Avi Levi's blog.
How Are We Using AI in 2025? Productivity-Out, Well-Being-IN
A new HBR study reveals: in 2025 we're using AI less for productivity and more for well-being, meaning, and personal growth. Surprising trends and inspiring use cases in the full post.
Chain of Thought (CoT) – The Method Behind Reasoning Models 🔗
Over the past few years, large language models (LLMs) have become a central tool in artificial intelligence, particularly in natural language processing (NLP) tasks. Despite their impressive capabilities, these models sometimes struggle with tasks that require multi-step…
How Does AI Learn? Zero-shot & Few-shot Learning
What are Zero-Shot and Few-Shot Learning? ⛹ Imagine a world where AI models can perform complex tasks without needing to be fed thousands of examples. A world where an AI system can identify a rare disease it has never seen before, or translate into a language it never…
What Is Reinforcement Learning — The Way to Train an AI 🤖🐶
What is Reinforcement Learning? Imagine you're trying to train a dog to shake hands 🐶✋. Every time it does it correctly, you give it a treat. If it gets it wrong, it gets nothing. After a few attempts, the dog figures out that offering its paw is worth doing — because it…
What Is the Difference Between Supervised and Unsupervised Learning in Machine Learning 🤖📊
Supervised Learning and Unsupervised Learning are two core approaches in the field of machine learning. Each is suited to different types of problems and data, and each enables different insights to be drawn from existing information. Supervised Learning Supervised learning…
Gartner's Technology Adoption Hype Cycle 📉
So where does artificial intelligence sit on the curve? And how can we use it to lead technology adoption processes that generate real business value in the organization? If you'd like to read more about it, here's a link to the model on Gartner's website.
What Is Embedding? How Spotify Knows Exactly Which Song You'll Love Next 🎤
What is Embedding, how does it work behind the scenes, and how does this technique power the recommendation engines of streaming platforms like Netflix and Spotify, and search engines like Google?
What Is LoRA? The Technique That Saves Time ⏳ and Money 💰 in Language Model Training
Training models for specific tasks is an expensive and complex process – but there's an easier way! 🚀 In this video we'll reveal everything you need to know about LoRA (Low-Rank Adaptation). Why it's so cost-efficient, and what you can do with it – from personalizing models…
What Can We Learn About Human Learning from Machine Learning? 🗣️
A while back I attended a lecture and summarized it into bullet points. After the lecture, I took those notes, dropped them into NotebookLM, and created a virtual "podcast" from them — or what Google calls a Deep Dive. In the next step I split the podcast into two separate…