#41 OpenAI’s “innovation,” LLM Quantization, Feature Selection, and more!
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week, we are sharing lots of resources covering some developments in the AI landscape. Today’s articles cover everything from the speed issues with Open AI’s new model …
Top 10 AI and LLM Trends Transforming Marketing in 2024
Author(s): Mukundan Sankar Originally published on Towards AI. Discover the top 10 AI and LLM trends transforming marketing in 2024. Learn how AI-driven strategies like generative content, hyper-personalization, and predictive analytics are revolutionizing customer engagement and marketing effectiveness. This member-only story is …
AI That Thinks Before It Speaks — OpenAI “o1” Models
Author(s): Richard Warepam Originally published on Towards AI. What is OpenAI ‘o1’? How Does It Work? When To Use o1-preview & o1-mini? This member-only story is on us. Upgrade to access all of Medium. If you are not a member, click here …
Solving Complex Business Problems with Mixed-Integer Linear Programming
Author(s): Shenggang Li Originally published on Towards AI. A Practical Exploration of MILP Applications: From Workforce Optimization to Financial Planning and Beyond This member-only story is on us. Upgrade to access all of Medium. Photo by Ruth H Curtis on Unsplash If …
TAI #117:Do OpenAI’s o1 Models Unlock a Full “Moore’s Law” Feedback Loop for LLM Inference Tokens?
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie OpenAI’s new o1 series of “reasoning” models took clear center stage this week. These models use an advanced form of search and reasoning during …
Gradient-Based Learning In Numpy
Author(s): Shashank Bhushan Originally published on Towards AI. Photo by Erol Ahmed on Unsplash What is Gradient-Based Learning? Mathematically training a neural network can be framed as an optimization problem in which we either try to maximize or minimize some function f(x). …
Developing a powerful AI summarizer and Chatbot SaaS
Author(s): Eivind Kjosbakken Originally published on Towards AI. This article discusses improvements to my SaaS application that allows users to summarize and chat with their online content This member-only story is on us. Upgrade to access all of Medium. Learn how I …
How to Create a Medical Agent / RAG System.
Author(s): Pere Martra Originally published on Towards AI. Learn how to build a ReAct agent powered by a RAG system using LangChain, ChromaDB, and OpenAI, with a user-friendly Gradio interface. This member-only story is on us. Upgrade to access all of Medium. …
Approaches Used by State-of-the-Art Vision-Language Models for Handling High-Resolution Images
Author(s): Duci Nguyen Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Have you ever failed to ask a Vision-Language Model (VLM) to search for specific objects or thoroughly explain details about a high-resolution …
I used AI to Prioritize My Goals
Author(s): Nizamuddin Siddiqui Originally published on Towards AI. Sometimes we think it’s clear but it’s not This member-only story is on us. Upgrade to access all of Medium. Photo by Ronnie Overgoor on Unsplash All of us have to achieve multiple goals …
Building Reflection-Gemma-2–2b
Author(s): Arthur Lagacherie Originally published on Towards AI. image original from google blog mofied with Adobe Firefly In the world of artificial intelligence, the ability of models to think and correct their mistakes is crucial. This article explores how Gemma 2–2b, can …
Unlocking Data Science: How Gemini Pro and Llama Index Will Transform Your Workflow
Author(s): Neil Patel Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Generated by Copilot — edited by Author In this article, I will demonstrate how prompt engineering can be used to generate and …
Outlier Detection for Data Science: Practical Techniques and Tools Explained
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Imagine you’re looking at a large dataset filled with customer purchases. Suddenly, you notice one purchase that’s 10 times the average value! …
The Balancing Act of Machine Learning: Bias-Variance Tradeoff
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Once upon a time, in the world of machine learning, data scientists faced a constant challenge: finding the balance between a model …
Does AI Have a Sense of Humor?
Author(s): Ritvik Nayak Originally published on Towards AI. Humour is arguably one of the more complicated and elusive parts of human cognition: a subtle art behind making people laugh, related to culture, context, and timing. But in an era dominated by AI-enabling …
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