AI Basics: What is behind a Feedforward Neural Network
Author(s): Caspar Bannink Originally published on Towards AI. Welcome to part 3 of the AI basics series. In this post, we will take a look at the feedforward neural network. Image 1) Credits to author (AI-assisted) In the ever-evolving world of artificial …
Microsoft Phi-2: Tiny Mighty Open Source Model with Verbal Diarrhea
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. A new lightweight model for developing prototypes The Phi-2 model, developed by Microsoft, is a 2.7 billion-parameter language model that has recently gained attention in the field of natural language processing …
A Swift Introduction to Deep Learning with PyTorch and TensorFlow
Author(s): Günter Röhrich Originally published on Towards AI. Stepping through theory, background, and code examples Neural networks have gained incredible attention over the last decade (despite being around for much longer), and seem to have made incredible progress in the eyes of …
A Long-Term Demand Forecasting Model Implementation Case Study with a Major Retailer
Author(s): Alexandre Warembourg Originally published on Towards AI. Explore how I developed a core demand forecasting algorithm for ten countries, dealing with an average product sales history of 11 months and 30% new products in each batch. source : Dall-E generated picture …
The Simple Principle Behind Retrieval Augmented Generation in Large Language Models
Author(s): Krupesh Raikar Originally published on Towards AI. Understand RAG intuitively and implement a chat pipeline with your documents using LangChain and Llamma v2Photo by Mika Baumeister on Unsplash In a timeframe that can only be best described as a blink of …
Apple Outclasses ChatGPT with Ferret
Author(s): Ignacio de Gregorio Originally published on Towards AI. Listen up, Microsoft, You Might Have a New Rival Top highlight Out of all AI news at the end of 2023, the fact that Apple is finally putting itself out there is probably …
How to Train a Custom Faster RCNN Model In PyTorch
Author(s): Dr. Leon Eversberg Originally published on Towards AI. Fine-tuning a pre-trained Faster RCNN model with custom images in the COCO data format using PyTorchTraining and validation loss during model training. Source: Author In this PyTorch tutorial for beginners, we will use …
Inside MemGPT: An LLM Framework for Autonomous Agents Inspired by Operating Systems Architectures
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. …
Tutorial: Data-deidentification of Text in the Electronic Medical Records
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Data de-identification in Healthcare data is the biggest headache. Let's see how we can handle it The tutorial starts in the middle of the article — so if you want to …
Are You Being Seduced By ChatGPT?
Author(s): Cezary Gesikowski Originally published on Towards AI. How AI is Transforming the Dynamics of Influence and Persuasionimage by the author via Midjourney + Photoshop Have you ever felt the irresistible tug of seduction? Often, we find ourselves unwittingly entwined in this …
Neural Networks Seem Magical? Here’s The Simple, Mathematical Explanation
Author(s): Max Charney Originally published on Towards AI. Source: https://www.researchgate.net/figure/One-layer-neural-network-and-nomenclature-employed_fig1_221079407 As the title suggests, machine learning models can seem magical — how in the world does a computer determine whether a picture is of a cat or dog? Well, to start answering …
It is raining Language Models! All about the new Small Language Model— Phi-2
Author(s): Syed Huma Shah Originally published on Towards AI. Image by author, generated using Dall-E Introduction Over the past year, we have witnessed a very rapid development in the field of language models. Since Chatgpt launched, the tech world has been pressured …
Best Online AI Certification and Courses to Master AI Technology in 2024
Author(s): Jennifer Wales Originally published on Towards AI. The year 2024 comes with a great opportunity for professionals who have mastered AI skills. Have you? Well, here are the best online AI courses to learn AI in 2024 There’s no denying that …
A Complete Guide to RAG and LlamaIndex
Author(s): Luv Bansal Originally published on Towards AI. Photo by Google DeepMind on Unsplash A comprehensive guide to Retrieval-Augmented Generation (RAG) with LlamaIndex Implementation Language models like LLMs are extensively pre-trained on vast amounts of public information, enabling them to perform various …
A Gentle Introduction to Computer Vision
Author(s): Davide Nardini Originally published on Towards AI. In this article, I will introduce you to Computer Vision, explain what it is and how it works, and explore its algorithms and tasks.Foto di Ion Fet su Unsplash In the realm of Artificial …
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