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 …
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 …
From Idea To Ai-Powered Business: 5 Key Steps for Small Businesses Leveraging AI & Automation
Author(s): Pouyan R. Fard Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Image Source: Unsplash Artificial intelligence (AI) is making its way through the world of small and medium businesses (SMBs). Nowadays, AI …
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 …
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 …
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 …
Efficient Camera Stream With Python
Author(s): Argo Saakyan Originally published on Towards AI. Photo by Rahul Chakraborty on Unsplash Let’s 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 haven’t yet …
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 …
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 …
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: What’s the Difference? The rapid evolution of technology is molding our everyday existence as businesses turn more and more to sophisticated algorithms for efficiency. Amidst …
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