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How to Define an AI Problem
Author(s): Jeff Holmes MS MSCS Originally published on Towards AI. A better way to ask an AI/ML question Towfiqu barbhuiya on Unsplash With more than 25 years of software engineering experience, I have answered a lot of questions from software developers who …
Most Powerful Machine Learning Models Explained (Transformers, CNNs, RNNs, GANs …)
Author(s): Oleks Gorpynich Originally published on Towards AI. Midjourney Generated Image Machine Learning is a massive field, and it’s understandably difficult to find a source that gives an overview of what models and techniques are at the bleeding edge of the tech …
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 …
READ Avatars: Realistic Emotion-controllable Audio Driven Avatars
Author(s): Jack Saunders Originally published on Towards AI. Adding Emotional Control to Audio-Driven Deepfakes READ Avatars takes a reference video and any audio and can produce lip-synced videos in any emotion with fine-grained control over the intensity. One of the critical limitations …
Swipe Right for Your Career: Build A Tinder for Jobs
Author(s): Anand Taralika Originally published on Towards AI. A tech deep-dive to build the ultimate hiring platform using large language models & vector databases Photo by Cytonn Photography on Unsplash “Do you know what’s harder than finding a needle in a haystack? …
Getting Started with AI
Author(s): Jeff Holmes MS MSCS Originally published on Towards AI. How to get started with an AI project Vackground on Unsplash Background Here I am assuming that you have read my previous article on How to Learn AI. As a reminder, I …
Pandas Playbook: 7 Must-Know Comprehensive Data Functions
Author(s): John Patrick Semillano Originally published on Towards AI. Image generated using DALL·E 2 In the realm of data analysis and machine learning, the Pandas library stands as a powerful tool. With more than 200 functions and methods, it makes you capable …
How to Learn AI
Author(s): Jeff Holmes MS MSCS Originally published on Towards AI. Common mistakes and misconceptions about learning AI/ML Markus Spiske on Unsplash A common misconception of beginners is that they can learn AI/ML from a few tutorials that implement the latest algorithms, so …
Meet SeamlessM4T: Meta AI’s New Foundation Model for Speech Translation
Author(s): Jesus Rodriguez Originally published on Towards AI. The model provides a unique architecture and breakthrough performance across different speech translation tasks. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a no-BS …
NEAT with Hindsight Experience Replay
Author(s): Kevin Guo Originally published on Towards AI. After implementing NEAT in Unity a few weeks ago, I tried to think of ways to improve its performance. I remember reading about a novel technique used in reinforcement learning algorithms known as Hindsight …
This AI newsletter is all you need #61
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie In recent months we have continued to see large language model (LLM) advancements and a gradual introduction of novel techniques but we haven’t yet …
F1 Score: A Visual Guide — And Why It Won’t Save You From Imbalanced Data
Author(s): Vlastimil Martinek Originally published on Towards AI. TL;DR at the end Photo by Lightscape on Unsplash This member-only story is on us. Upgrade to access all of Medium. Our job is to create a model to classify if people are healthy …
F1 Score: Don’t Use It For All Imbalanced Data
Author(s): Vlastimil Martinek Originally published on Towards AI. Benefits and pitfalls of the popular metric Photo by Lightscape on Unsplash This member-only story is on us. Upgrade to access all of Medium. We all had to deal with imbalanced data at some …
LlamaIndex Last Version: From Basics To Advanced Techniques In Python -(Part-3)
Author(s): Tarik Kaoutar (高達烈) Originally published on Towards AI. LLM – LlamaIndex ???? 0.7.9 This member-only story is on us. Upgrade to access all of Medium. This is the third part of a LlamaIndex series. You should read part 2. In Part …
Speed Up Pandas String Manipulations
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. This tutorial focuses on speeding up string manipulations. This member-only story is on us. Upgrade to access all of Medium. I got bored and decided to benchmark string manipulation methods and …
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