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 🔗
What is Chain of Thought, how does it relate to Reasoning models, and when should you ask a model to explain its steps rather than give a short answer.
How Does AI Learn? Zero-shot & Few-shot Learning
What are Zero-shot and Few-shot Learning, how AI models perform tasks with minimal examples, and how to use them in prompts.
What Is Reinforcement Learning — The Way to Train an AI 🤖🐶
What is reinforcement learning, how an agent learns from rewards and mistakes, and how it relates to training real-world AI systems.
What Is the Difference Between Supervised and Unsupervised Learning in Machine Learning 🤖📊
A clear explanation of the difference between supervised and unsupervised learning, with real-world examples from organizations and AI.
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
What LoRA is, how it reduces the cost and speeds up the fine-tuning of language models, and when to consider it instead of full model training.