Hypothesis Testing Simplified.
Author(s): Karan Kaul | γ«γ©γ³ Originally published on Towards AI. Photo by Dan Cristian PΔdureΘ on Unsplash Storytime Imagine this β You got a new personal high score of 98 on your favourite game. You feel proud of this achievement & you …
Exploring EfficientAD: Accurate Visual Anomaly Detection at Millisecond-Level Latencies: A Brief Overview
Author(s): Vincent Liu Originally published on Towards AI. A Real-Time Anomaly Detection Network surpasses all the existing networksSource: Image by falco from Pixabay Anomaly Detection is one of the critical applications in the manufacturing industry. It boosts productivity and saves costs. The …
K-Means From Scratch: How The Cluster Magic Works
Author(s): Francis Adrian Viernes Originally published on Towards AI. Reverse Engineering The SciKit ImplementationPhoto by Mel Poole on Unsplash Understanding how an algorithm works is interesting as it provides some insights into why an implementation may not be as one would expect. …
Unpacking and Utilizing Vertex with Google Earth Engine for Machine Learning.
Author(s): Stephen Chege-Tierra Insights Originally published on Towards AI. Created by the author with DALL E-3 Google Earth Engine for machine learning has just gotten a new face lift, with all the advancement that has been going on in the world of …
Build E2E CI/CD Pipeline using GitHub Actions, Docker & Cloud
Author(s): ronilpatil Originally published on Towards AI. Image by Author Hi folks, Are you ready to revolutionize your ML project workflow? Letβs implement an end-to-end CI/CD pipeline for a machine learning project using GitHub Actions, Docker, Docker Hub, and Render. From version …
Top Important Computer Vision Papers for the Week from 29/04 to 05/05
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, …
This AI newsletter is all you need #98
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, we were again watching developments in AI-powered robots and LLMs. A collaboration between Nvidia and UPenn released DrEureka, a new open-source model …
Building Private Copilot for Development Teams with Llama3
Author(s): zhaozhiming Originally published on Towards AI. Many developers have likely used GitHub Copilot, a revolutionary development tool that significantly boosts productivity and gradually transforms programming habits. Since Meta released the latest open-source Large Language Model (LLM), Llama3, various development tools and …
Data Science Case Study β Credit Default Prediction: Part 2
Author(s): Saankhya Mondal Originally published on Towards AI. In financial institutions, credit default occurs when a borrower fails to fulfill their debt obligations, leading to a breach of the loan agreement. It represents the risk that a borrower will default on their …
Prompt Engineering Best Practices: LLM Output Validation & Evaluation
Author(s): Youssef Hosni Originally published on Towards AI. Validating Output from Instruction-Tuned LLMs Checking outputs before showing them to users can be important for ensuring the quality, relevance, and safety of the responses provided to them or used in automation flows. In …
Predicting Multiple Tokens at the Same Time: Inside Meta AIβs Technique for Faster and More Optimal LLMs
Author(s): Jesus Rodriguez Originally published on Towards AI. Created Using Ideogram I recently started an AI-focused educational newsletter, that already has over 165,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. …
Can KolmogorovβArnold Networks (KAN) beat MLPs?
Author(s): Vishal Rajput Originally published on Towards AI. Lately, it seems that the entire AI community has become about one and one thing only, LLMs. They are cool in their own way, but they are not the entire AI field. In all …
Is There a New Super Cycle in the Making for Nvidia, Courtesy Of Tesla?
Author(s): Purankhoeval Originally published on Towards AI. Image generated by Author using Meta AI In the whirlwind of technological evolution, AI stands as a beacon of imagination and Artificial General Intelligence (AGI) is not an elusive dream anymore. While AGI has a …
A local YouTube Q&A Engine using Llama.cpp and Microsoft Phi-3-Mini
Author(s): Vatsal Saglani Originally published on Towards AI. The cheapest and easiest way for Video Question AnsweringImage by ChatGPT In my last blog about Microsoft-Phi-3-Mini, I discussed how Small language models (SLMs) like the Phi-3-Mini help with quick experimentations on a userβs …
Exploring LLM Strategies: A Journey through Prompt Engineering, Functional Calling, RAG, and Fine-Tuning
Author(s): Selina Li Originally published on Towards AI. What they are, how they are related and how to select one for your use case Author: Selina Li, Tianyi Li Β· IntroductionΒ· Recap on how LLM worksΒ· What are the strategies, and how …
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