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How To Read a Machine Learning Paper in 2023 for Beginners
Author(s): Boris Meinardus Originally published on Towards AI. Actionable tips to help with keeping sane during the AI research boom. Image by author I have read dozens of machine learning papers and am starting to get the hang of how to approach …
Machine Learning at Scale: Model v/s Data Parallelism
Author(s): Shubham Saboo Originally published on Towards AI. Decoding the secrets of large-scale Machine Learning Generated by Midjourney Introduction As models grow increasingly complex and datasets become gigantic, the need for efficient ways to distribute computational workloads is more important than ever. …
Overview of Object Detection Evaluation Metrics
Author(s): Youssef Hosni Originally published on Towards AI. How to Measure the Accuracy of Object Detection Models? This member-only story is on us. Upgrade to access all of Medium. When evaluating the performance of an object detector, we use two main evaluation …
Building Intuition on the Concepts behind LLMs like ChatGPT — Part 1- Neural Networks, Transformers, Pretraining, and Fine Tuning
Author(s): Stephen Bonifacio Originally published on Towards AI. https://twitter.com/Stepanogil/status/1617907019692019714?s=20 I’m sure I’m not the only one, but if it wasn’t too apparent from my tweet back in January, my mind was completely blown away when I first encountered ChatGPT. The experience was …
Top Important Computer Vision for the Week from 14/8 to 20/8
Author(s): Youssef Hosni Originally published on Towards AI. Stay Relevant to Recent Computer Vision Research This member-only story is on us. Upgrade to access all of Medium. Computer vision, a field of artificial intelligence that enables machines to interpret and understand the …
Talk to your documents as PDFs, txts, and even web pages
Author(s): Damian Gil Originally published on Towards AI. Complete guide to creating a web and the intelligence that allows you to ask questions to docs such as PDFs, TXTs, and even web pages using LLMs. Content Table · Introduction· How does it …
Your Copy-Paste ChatGPT Custom Instructions — Right Here
Author(s): Victor David Originally published on Towards AI. What is the problem needing solving? This member-only story is on us. Upgrade to access all of Medium. ChatGPT paid accounts now offer you to use Custom Instructions. This is a handy tool I …
How Would You Learn Anything with ChatGPT Easily?
Author(s): Gencay I. Originally published on Towards AI. Start Learning Faster with ChatGPT: Explore How This AI Tool Can Help You. This member-only story is on us. Upgrade to access all of Medium. Created with leonardo.ai Learning is the key to evolution. …
Metas New Text-to-Image Model — CM3leon Paper explained
Author(s): Boris Meinardus Originally published on Towards AI. The new SOTA and highly efficient Text-to-Image(-to-Text!) model. Source: Composition: Author, Image: [1] Meta recently released its new state-of-the-art text-to-image model, called CM3Leon [1], that is NOT based on diffusion like Stable-Diffusion [2], Midjourney, …
Deploying LLM Chat Applications with Declarai, FastAPI, and Streamlit
Author(s): Matan Kleyman Originally published on Towards AI. Screenshot U+007C Taken By The Author U+007C All rights reserved In October 2022, when I began experimenting with Large Language Models (LLMs), my initial inclination was to explore text completions, classifications, NER, and other …
We Train Our Machines, Then They Retrain Us: The Recursive Nature of Building AI
Author(s): Tabrez Syed Originally published on Towards AI. On May 10, 1941, German bombs reduced the storied British House of Commons to smoldering ruins; the famous Gothic revival complex had stood for over two centuries as the backdrop for vigorous political debate, …
How Can We Build Machines That Think (and Feel)?
Author(s): Anton Shakov Originally published on Towards AI. Photo by Dylan Hunter on Unsplash A few semesters ago, I had to write an essay for a philosophy course. The guidelines were fairly vague so I used this as a reason to outline …
What to Learn in Data Science (2023)
Author(s): James Koh Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Beginners, and even existing ML practitioners and data scientists, get lost in the large sea of endless information. There is information overload, …
![Mastering A/B Testing: A Real World Business Example [Part 1]](https://miro.medium.com/v2/resize:fit:700/0*0uUGbGqORwh2NlhT.png)
Mastering A/B Testing: A Real World Business Example [Part 1]
Author(s): Youssef Hosni Originally published on Towards AI. Step-by-Step Walk-Through Real World A/B Testing Use Case This member-only story is on us. Upgrade to access all of Medium. Imagine a scenario where you are running a website, and you aim to optimize …
Top Important Computer Vision for Week from 7/8 to 13/8
Author(s): Youssef Hosni Originally published on Towards AI. Stay Relevant to Recent Computer Vision Research This member-only story is on us. Upgrade to access all of Medium. Computer vision, a field of artificial intelligence that enables machines to interpret and understand the …
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