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 AIβs 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 …
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 Β· IntroductionΒ· How does it …
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 Β· IntroductionΒ· How does it …
Efficient Camera Stream With Python
Author(s): Argo Saakyan Originally published on Towards AI. Photo by Rahul Chakraborty on Unsplash Letβs talk about using webcams with Python. I had a simple task of reading frames from the camera and running a neural net on each frame. With one …
Principles of Chaos Engineering
Author(s): Peace Aisosa Originally published on Towards AI. Image by Peggy und Marco Lachmann-Anke from Pixabay The cost of system failures can be astronomical, not just in monetary terms but also in brand reputation and customer trust. As systems grow more complex, …
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 havenβt yet …
Your Copy-Paste ChatGPT Custom Instructions β 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 …
F1 Score: A Visual Guide β And Why It Wonβt 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: Donβt 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 …
How do artificial intelligence, machine learning, deep learning and neural networks relate to each other?
Author(s): AlishaS Originally published on Towards AI. Machine Learning vs. AI vs. Deep Learning vs. Neural Networks: Whatβs the Difference? The rapid evolution of technology is molding our everyday existence as businesses turn more and more to sophisticated algorithms for efficiency. Amidst …
LlamaIndex Last Version: From Basics To Advanced Techniques In Python -(Part-3)
Author(s): Tarik Kaoutar (ι«ιη) 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 …
ROUGE Metrics: Evaluating Summaries in Large Language Models.
Author(s): Pere Martra Originally published on Towards AI. The increment of business applications that are based on Large Language Models has brought the need to measure the quality of the solutions provided by these applications. Here is where metrics like ROUGE become …
Inside AVIS: Googleβs New Visual Information Seeling LLM
Author(s): Jesus Rodriguez Originally published on Towards AI. The new model combines LLMs with web search, computer vision, and image search to achieve remarkable results. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence …