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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...

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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....

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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...

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TAI #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...

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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...

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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...

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Approaches 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...

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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...

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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...

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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....

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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...

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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,...

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#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....

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OpenAI’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...

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A 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...

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Artificial 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,...

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#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...

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From 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,...

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Teaching 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...

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Top 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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