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Areas Served: Pause for Performance: The Guide to Using Early Stopping in ML and DL Model Training
Author(s): Shivamshinde Originally published on Towards AI. Photo by Aleksandr Kadykov on Unsplash Table of Content Introduction– What are Bias and Variance?– What is Overfitting, Underfitting, and Right Fit in Machine Learning?– What is Regularization? What is Early Stopping? Pros and Cons …
Detect Credit Card Fraud in Just Few Minutes
Author(s): Sara M. Originally published on Towards AI. Photo by Jon Tyson on Unsplash In this article I want to show you how a complex analysis in a critical sector like banking could be done in a short time and without programming …
The Layers of Commoditization of Generative AI: Which Areas Would Accrue the Most Value?
Author(s): Jesus Rodriguez Originally published on Towards AI. Created Using DALL-E I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. …
Learn AI Together — Towards AI Community Newsletter #8
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, fellow AI enthusiasts! We are kicking off this year’s podcast with a unique episode! In this one, I received my friend Jérémy Cohen, founder of Think Autonomous and expert in …
How to Tailor A Column Chart for Communication
Author(s): Angelica Lo Duca Originally published on Towards AI. Image by Author Drawing a column chart helps represent categories and values. However, a column chart is sometimes too overwhelming with useless content, and the audience may struggle to understand what it means. …
Top Important LLM Papers for the Week from 08/01 to 14/01
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years. As new generations of models are developed, researchers and engineers need to stay informed on the …
DPO, Open-Source’s New Weapon in the AI War
Author(s): Ignacio de Gregorio Originally published on Towards AI. The end of RLHF? Top highlight “It is only rarely that, after reading a research paper, I feel like giving the authors a standing ovation.“ If this is how one of the most …
Amazon Bedrock vs Azure OpenAI: Pricing Considerations
Author(s): Emily Dunenfeld Originally published on Towards AI. Source: Image by the author. Amazon has been questioned repeatedly by analysts and its own customers about its AI efforts. A quick listen to its Q3 earnings call tells you they’re listening. Much of …
AI Deepfake Videos: How Laser-eyes are Battling AI Bitcoin Scams
Author(s): Pranath Fernando | AI Consultant Originally published on Towards AI. What you need to know to keep safe from AI ScamsPhoto by Brands&People on Unsplash You’ve probably heard of AI Deepfakes. AI deepfakes are a type of fake video or image …
AI is Doing the Impossible By Turning Brainwaves into Speech
Author(s): Caden Ornt Originally published on Towards AI. AI is being used to help stroke victims regain their ability to communicate in the most unlikely of ways. Here’s how it works.Image generated by DALL-E Artificial intelligence is slowly working its way deeper …
Google Gemini VS GPT-4
Author(s): Tim Cvetko Originally published on Towards AI. How does Google’s New Multimodal Transformer Match Up Against OpenAI’s GPT-4? On Dec 6th, 2023, Google proudly announced the creation of its new MultiModal Large Language Model that outperforms all models at the MMLU …
Why Generative Model Doesn’t Work Well For Classification Task
Author(s): Khanh Vy Nguyen Originally published on Towards AI. Generative vs discriminative classifiers (image source: https://learnopencv.com/generative-and-discriminative-models/) We heard about Generative models, and some of them are achieving incredible outcomes, such as GAN (Generative Adversarial Networks), GPT (Generative Pre-trained Transformer). While gaining notice …
Hands-On LangChain for LLM Applications Development: Vector Database & Text Embeddings
Author(s): Youssef Hosni Originally published on Towards AI. Once you have loaded your documents and split them up into small, semantically meaningful chunks, it’s time to put these chunks into an index, whereby we can easily retrieve them when it comes time …
AI and Ethics: Navigating the Moral Landscape of Self-Driving Cars
Author(s): Louis-François Bouchard Originally published on Towards AI. This is Louis-François Bouchard, and welcome to a new episode of the “What’s AI” podcast! Today, I’m thrilled to share my conversation with Jeremy Cohen, the visionary behind Think Autonomous. This episode is particularly …
Hands-on Python Debugging using Visual Studio Code
Author(s): Fabio Yáñez Romero Originally published on Towards AI. Are you still writing print statements in Python to find out where the code fails? That may work for simple code, but the bigger the code gets, the more complicated it becomes to …
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