Validating a Geospatial Machine Learning Algorithm
Author(s): Stephen Chege-Tierra Insights Originally published on Towards AI. Validating a Geospatial Machine Learning Algorithm Created by the author with DALL E-3 How can you tell if your Geospatial machine-learning script is credible? we all know that man is to error and …
KAN (Kolmogorov-Arnold Networks) Explained
Author(s): Jack Chih-Hsu Lin Originally published on Towards AI. A simple and concise summary about KANs. Every multivariate continuous function can be represented as a superposition of the two-argument addition of continuous functions of one variable. refrefref f(x) is a continuous function …
Symbolic Music Generation Using Deep Neural Networks
Author(s): Xavier Yuhan Liu Originally published on Towards AI. How is music encoded in deep learning models? What about the datasets here? What are the famous models in this area? In this story, I will show you all of these. Photo by …
The LLM Series #4: Mastering Vector and Semantic Search via Azure
Author(s): Muhammad Saad Uddin Originally published on Towards AI. Welcome to the fourth article of the LLM Series, where we continue our journey into the cutting-edge realm of large language models (LLMS) and their diverse applications 🌟. In this edition, weβre implementing …
This AI newsletter is all you need #100
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week in AI news, new models at Google I/O and controversy at OpenAI were in focus! We are also excited to more formally …
Exploring LaMa: Resolution-robust Large Mask Inpainting with Fourier Convolutions: A Brief Overview
Author(s): Vincent Liu Originally published on Towards AI. Figure 1. Inpainting examples. Source: original paperΒΉ Image inpainting is a computer vision technique to reconstruct the damaged or masked region based on the surrounding context in the image. One may come across LaMa, …
Top Important Computer Vision Papers for the Week from 13/05 to 19/05
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Computer Vision Research Every week, researchers from top research labs, companies, and universities publish exciting breakthroughs in various topics such as diffusion models, vision language models, image editing and generation, …
AI Governance Is The Cybersecurity Job Of The Future… Here Is How To Learn It
Author(s): Taimur Ijlal Originally published on Towards AI. A Simple Guide To Start Your Path To AI Governance That is the impression everyone gets whenever a breakthrough in AI happens ( usually every two to three months ) Complaining about AI at …
AI-Supported Ego Development Measurement in Large Datasets
Author(s): JΓΊlio Almeida Originally published on Towards AI. DALL E image generated from the title and article content This article is a collaboration between Xavier Bronlet, a PhD student from Ubiquity University in California, US, and myself. I assisted with the technical …
What are Vector Databases?
Author(s): Ayo Akinkugbe Originally published on Towards AI. Photo by γγ«γγ on Unsplash Introduction Vector databases are databases designed specifically for storing vector embeddings. If a vector is a data representation having magnitude and direction, what then are vector embeddings? Vector embeddings …
The Mythological Language of AIs
Author(s): Robin MΓ©linand Originally published on Towards AI. A mirror of our intelligence and shortcomings, recent advances in AI research shed a peculiar light on 3,000 years of philosophy and religious beliefs. This millennia-old wisdom, in turn, offers fascinating insights into the …
How He Went From Business Analyst to ML Engineer at Google
Author(s): Boris Meinardus Originally published on Towards AI. Top highlight Can I transition from a non-technical role such as a business analyst to an ML engineering role without a Computer Science undergraduate degree? The answer is, yes. But only if you know …
Living with AGI: Is it Possible?
Author(s): Thenusan Santhirakumar Originally published on Towards AI. Ethical Considerations for a World with Artificial General Intelligence Artificial General Intelligence (AGI) is a concept that might be new to some, including myself. However, it represents a significant leap in the evolution of …
Symbolic Regression: When Regression Took it Seriously!!
Author(s): Abhijith S Babu Originally published on Towards AI. In a great mission to unravel the mysteries of the universe, humans always sought the patterns in the vast abundance of data. Going to the previous century, John Kepler, the brilliant mind behind …
Build and Run Data Pipelines with Sagemaker Pipelines
Author(s): Jake Teo Originally published on Towards AI. Leverage AWSβs MLOps Platform to run on your large data processing workloads seamlesslyImage from Amazonβs sagemaker official website [1] In this article, I will show how you can run long-running, repetitive, centrally managed and …