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 …
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 …
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 …
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 …
Query Planning using Open Source LLMs and Function Calling
Author(s): Vatsal Saglani Originally published on Towards AI. Image from ChatGPT The past year I’ve had a lot of hands-on experience working with the GPT models via the API. I developed multiple applications for various use cases and had a great time …
This AI newsletter is all you need #80
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie After a year of near-weekly significant model releases and AI progress in terms of capabilities and adoption, the year finished with a focus on …
Run Mixtral 8x7b on Google Colab Free
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. A clever trick allows offloading some layers Hello, wonderful people! 2023 is almost over. But it seems like the development in LLMs has no breather. Today, we will see how Mixtral …
Mirror, Mirror: A ‘Self Aware’ AI Robot Just Recognized Itself
Author(s): David Leibowitz Originally published on Towards AI. But What Does That Actually Mean?AI sees its reflection in the mirror, credit: David Leibowitz via DALL-E “Hey Rob, let’s test your vision,” said the man standing slightly off-camera in the TikTok video. Wearing …
ReST meets ReACT: improving ReAct with Self-Critique, AI Feedback, and Synthetic Data Generation.
Author(s): Eduardo Muñoz Originally published on Towards AI. A brief description of this adaptation of Reinforced Self-Training (ReST) to an agentic configuration. Picture by Aaron Burden from Unsplash This article describes a very interesting and inspiring proposal to improve a ReAct agent …
In-depth Understanding of DBSCAN Clustering Machine Learning Algorithm with Python
Author(s): Amit Chauhan Originally published on Towards AI. Segmentation algorithm based on machine learning approachThe output clusters of DBSCAN. An image by the Author In this article, the DBSCAN algorithm creates clusters in more easier way than K-Means or Hierarchical clustering algorithms. …
This AI newsletter is all you need #79
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week in AI, we were excited to see the release of the latest generation of the Midjourney model. The MidJourney V6 features enhanced …
All AI Advancements of 2023
Author(s): Louis Bouchard Originally published on Towards AI. A recap of the research progress and important news in AI in 2023! What a year it was! A lot happened in the big tech as well as the research community in AI. OpenAI …
Why Your Approach to AI Job Applications is Flawed
Author(s): Boris Meinardus Originally published on Towards AI. How to apply to AI jobs the uncommon way. So, I got a DeepMind internship interview but I didn’t apply the standard way. I spent months applying to different listings and getting rejected over …
Macabre Intelligence: AI Can Now Predict Your Death
Author(s): Chandrayan Gupta Originally published on Towards AI. Danish and American researchers have created an algorithm that can predict with unsettling accuracy when you will diePhoto by Rootnot Studio on Unsplash Humans have always been fascinated with death. Where there is life, …
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