🚅 Information Theory for People in a Hurry
Author(s): Eyal Kazin PhD Originally published on Towards AI. A quick guide to Entropy, Cross-Entropy and KL Divergence. Python code provided. 🐍 This member-only story is on us. Upgrade to access all of Medium. Generated using Gemini Imagen 3 Considered the Magna …
AI’s Butterfly Effect: Early Decisions Matter More Than You Think
Author(s): Rhea Mall Originally published on Towards AI. With insights from Polya’s Urn Model, learn how an initial random bias can have lasting effects on an AI system’s learning trajectory. “I’ve found that luck is quite predictable. If you want more luck, …
AI Solutions Are Creating Artificial Needs
Author(s): Sophia Banton Originally published on Towards AI. AI Solutions Are Creating Artificial Needs AI should clear your desk, not clutter it with artificial needs. Was that task truly repetitive, or was it labeled as boring to justify automation? A need is …
OpenAI Invests $50M in NextGenAI Research Consortium
Author(s): Get The Gist Originally published on Towards AI. Plus: Amazon’s New AI Model Challenges OpenAI & Anthropic This member-only story is on us. Upgrade to access all of Medium. Welcome to Get The Gist, where every weekday we share an easy-to-read …
LAI #65 What Happens When You Combine LangGraph, DeepSeek-R1, Function Call, & Agentic RAG
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! Ever since we launched our ‘From Beginner to Advanced LLM Developer’ course, many of you have asked for a solid Python foundation to get started. Well, it’s here! …
Sure Fire GPT-4 Prompting For Better Python Voila Data Viz Results
Author(s): John Loewen, PhD Originally published on Towards AI. Displaying UN human rights data with Voila, GitHub and myBinder.org This member-only story is on us. Upgrade to access all of Medium. Sharing data visualizations from Jupyter Notebooks can be challenging, especially for …
Driving power behind ChatGPT-o1 and Deepseek-R1
Author(s): Deltan Lobo Originally published on Towards AI. One of the underlying powers of models like Deepseek-R1 and ChatGPT-o1 is Reinforcement learning. But first, let’s understand how these models employ Reinforcement Learning. Image credits Cartoon Movement LLM pre-training and post-training The training …
Complete Guide to the Median: Understanding, Calculating, and Applying It
Author(s): Niklas Lang Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Zhu Hongzhi on Unsplash The median plays a central role in statistics and data analysis, as it can be used …
NN#10 — Neural Networks Decoded: Concepts Over Code
Author(s): RSD Studio.ai Originally published on Towards AI. Neural Networks Competition Over the Years This member-only story is on us. Upgrade to access all of Medium. The evolution of artificial neural networks (ANNs) resembles less a steady march forward and more a …
O1 Replication Journey Part 2: Let a Great Teacher Guide Students
Author(s): Florian June Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. In my view, any kind of learning boils down to two key elements: training data and training methods. For enhancing LLM reasoning …
Build Your Own Resume Chatbot and Share It with Recruiters
Author(s): Boris Dorian Da Silva Originally published on Towards AI. Image by playground.com Introduction In today’s fast-paced world, Large Language Models (LLMs) are revolutionizing various aspects of our lives, and the job search process is no exception. Traditional resumes, often limited to …
The AI Shift: How Software Engineers Can Adapt and Thrive
Author(s): Parth Saxena Originally published on Towards AI. The AI Shift: How Software Engineers Can Adapt and Thrive Photo by charlesdeluvio on Unsplash A few years ago, AI was something you read about in research papers, saw in sci-fi movies, or encountered …
How To Prompt GPT-4 For Super Streamlit Death Penalty Data Visuals
Author(s): John Loewen, PhD Originally published on Towards AI. Interactive Data Visuals with Python Streamlit, Plotly and GPT-4 This member-only story is on us. Upgrade to access all of Medium. With Python data visual design, there is a rapidly growing list of …
NN#9 — Neural Networks Decoded: Concepts Over Code
Author(s): RSD Studio.ai Originally published on Towards AI. Convergence Assurance Techniques for Modern Deep Learning This member-only story is on us. Upgrade to access all of Medium. When we talk about neural networks, we often fixate on the architecture — how many …
Opera Unveils AI Browser Operator & Web Automation
Author(s): Get The Gist Originally published on Towards AI. Plus: Google’s Gemini Live Adds Video and Screen Sharing This member-only story is on us. Upgrade to access all of Medium. Welcome to Get The Gist, where every weekday we share an easy-to-read …
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