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...
View ArticleOutlier 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....
View ArticleGradient-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...
View ArticleTAI #117:Do OpenAI’s o1 Models Unlock a Full “Moore’s Law” Feedback Loop for...
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...
View ArticleBuilding 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...
View ArticleI 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...
View ArticleApproaches Used by State-of-the-Art Vision-Language Models for Handling...
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...
View ArticleHow 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...
View ArticleDeveloping 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...
View ArticleSolving 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....
View ArticleAI 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...
View ArticleTop 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,...
View Article#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....
View ArticleOpenAI’s o1: Is It A New Reasoning Paradigm Or Just Smoke And Mirrors?
Author(s): Rafe Brena, Ph.D. Originally published on Towards AI. Perhaps none of them This member-only story is on us. Upgrade to access all of Medium. Image created with Meta AI by the author...
View ArticleA Practical Approach to Using Web Data for AI and LLMs
Author(s): Towards AI Editorial Team Originally published on Towards AI. As businesses and researchers work to advance AI models and LLMs, the demand for high-quality, diverse, and ethically sourced...
View ArticleArtificial Intelligence and Consciousness
Author(s): Fatma Elik Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by K. Mitch Hodge on Unsplash Socrates is a man, all men are mortal,...
View Article#42 Teaching AI to “Think”, Fine-Tuning to SQL, Encoder-only models, and more!
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This is another resource-heavy issue with articles focusing on everything from early AI...
View ArticleFrom ELIZA to GPT-4: The Grand Odyssey of Language Models
Author(s): Joseph Robinson, Ph.D. Originally published on Towards AI. A Deep Dive into Half a Century of NLP Evolution This member-only story is on us. Upgrade to access all of Medium. In the bustling,...
View ArticleTeaching RAG to “Remember”: How MemoRAG Enhances Question-Answering Through...
Author(s): Florian June Originally published on Towards AI. Underlying Principles, Source Code, and Insights This member-only story is on us. Upgrade to access all of Medium. Existing RAG systems are...
View ArticleTop AI Trends You Must Need to Know in 2024
Author(s): Claire D. Costa Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Photo by Growtika on Unsplash Have you ever considered how artificial...
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