Solving the Image Promotion Challenge Across Multi-Environment with ArgoCD
Author(s): Anirudh Mehta Originally published on Towards AI. When designing cloud environments, it is often recommended to set up multiple accounts. While this approach offers resource independence, isolation, better security, access, and billing boundaries, it also comes with its own set of …
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 …
Platypus: Dataset Curation and Adapters for Better Large Language Models
Author(s): Benjamin Marie Originally published on Towards AI. Achieve low-cost state-of-the-art on your target tasks This member-only story is on us. Upgrade to access all of Medium. Image by the Author β Made from Pixabay illustrations (1 and 2) Metaβs Llama 2 …
How I Built A Video Recommendation System Using Large Language Models and Vector Database
Author(s): Zoumana Keita Originally published on Towards AI. Leverage large language models, state-of-the-art text and speech analytics tools, and vector databases to build an end-to-end audio recommendation solution. This member-only story is on us. Upgrade to access all of Medium. Our generation …
Learn From the Best β 10 Tech Companies Blogs You Must Read
Author(s): ClΓ©ment Delteil Originally published on Towards AI. Discover Tech Companies Secrets With Their Developerβs Blogs This member-only story is on us. Upgrade to access all of Medium. Photo by The Creativv on Unsplash If, like me, youβre in the habit of …
Busy? This Is Your Quick Guide to Opening the Diffusion Models Black Box
Author(s): Paul Iusztin Originally published on Towards AI. Decode Stable Diffusion: Train, Generate New Images, & Control Using a Given Context This member-only story is on us. Upgrade to access all of Medium. Prompt: βAn oil pastel drawing of a funny cat …
Real World Temporal Anomaly Detection through Supervised Machine Learning and Set Theory
Author(s): Ashutosh Malgaonkar Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Explore Open Data from the City of Seattle Table Of Contents: I. The Problem Statement II. Remodeling time series into a supervised …
Diversity of Variables in Statistics: A Guide for Data Professionals
Author(s): Anmol Tomar Originally published on Towards AI. Quantitative and Qualitative Variables: Unveiling the Dichotomy This member-only story is on us. Upgrade to access all of Medium. Pic Credits: Analytics Vidhya In statistics, understanding the types of data measurements is essential for …
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, …
What is MLOps
Author(s): Jeff Holmes MS MSCS Originally published on Towards AI. Pietro Jeng on Unsplash MLOps is a set of methods and techniques to deploy and maintain machine learning (ML) models in production reliably and efficiently. Thus, MLOps is the intersection of Machine …
Protect Your Python Projects: Avoid Direct setup.py Invocation for Ultimate Code Safeguarding!
Author(s): Anushka sonawane Originally published on Towards AI. Itβs time to say goodbye to setup.py complexities and embrace efficient Python packaging with build frontends. Photo by FLY:D on Unsplash In this article, weβll explore the challenges faced by distutils, setuptool and why …
How to Extract Key Information from Business Documents using LayoutLMv3
Author(s): Nour Islam Mokhtari Originally published on Towards AI. A quick guide on how to use LayoutLMv3 to streamline business documents, understanding This member-only story is on us. Upgrade to access all of Medium. To receive deep insights just like this and …
The AI Process
Author(s): Jeff Holmes MS MSCS Originally published on Towards AI. A clear and concise description of the AI software engineering process Jason Leung on Unsplash AI is still considered a relatively new field, so there are really no guides or standards such …
The Cantilever v/s ChatGPT
Author(s): Anupsa Swain Originally published on Towards AI. Exploring ChatGPTβs natural language processing capabilities in Python by asking it to solve a cantilever beam problem using the Finite Difference Method ChatGPT, as a Large Language Model, has been tested in a number …
This AI newsletter is all you need #60
Author(s): Towards AI Editorial Team Originally published on Towards AI. Hottest News This member-only story is on us. Upgrade to access all of Medium. As the AI race has accelerated this year, AI chip training and inference capacity have become vital resources, …