Deploying Your Models (Cheap and Dirty Way) Using Binder
Author(s): Igor Novikov Originally published on Towards AI. So you’ve built your model, and now you want to deploy it for testing or to show it to someone like your mom or grandpa, who may not be comfortable using a collaborative notebook? …
Data Science Case Study — Credit Default Prediction: Part 1
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 …
Learn AI Together — Towards AI Community Newsletter #22
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! There’s been a lot of exciting stuff happening in ‘real-world AI’ in the last few weeks. The last few weeks have seen a massive increase in the number …
Exploring HENet: Forcing a Network to Think More for Font Recognition: A Brief Overview
Author(s): Vincent Liu Originally published on Towards AI. An end-to-end font recognition networkSource: Image by Anatoly777 from Pixabay How to identify the font of the text in an image? For one comes from the image processing background may say: Template Matching. Others …
Top Important LLM Papers for the Week from 22/04 to 28/04
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Large Language Models Research Large language models (LLMs) have advanced rapidly in recent years. As new generations of models are developed, researchers and engineers need to stay informed on the …
Sinfully Simple GPT-4 Prompting For Stunning Streamlit Interactive Maps
Author(s): John Loewen, PhD Originally published on Towards AI. Python Streamlit mapping code generation from NASA GIS dataDall-E image: Impressionist style map of North America Python Streamlit is a revelation for creating maps from GIS point data. And as I recently discovered, …
The Role of AI and Algorithms in Social Media
Author(s): Nimit Bhardwaj Originally published on Towards AI. The Role of AI and Algorithms in Social Media In today’s fast-paced world, social media has become more than just a digital landscape. As a technology now approaching 30 years old [1], it’s an …
Top Important Computer Vision Papers for the Week from 22/04 to 28/04
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Computer Vision Research Every week, several top-tier academic conferences and journals showcased innovative research in computer vision, presenting exciting breakthroughs in various subfields such as image recognition, vision model optimization, …
GIS Machine Learning With R-An Overview.
Author(s): Stephen Chege-Tierra Insights Originally published on Towards AI. Created by the author with DALL E-3 R has become very ideal for GIS, especially for GIS machine learning as it has topnotch libraries that can perform geospatial computation. R has simplified the …
Unboxing Loss Functions in YOLOv8
Author(s): Vincent Liu Originally published on Towards AI. Source: Image by author. YOLO has long been one of the first go-to models for object detection tasks. It’s fast and accurate. Besides, the API is concise and easy to work on. The lines …
Advanced SQL for Data Analysis —Part 1: Subqueries and CTE
Author(s): Carlos da Costa Originally published on Towards AI. Photo by Luke Chesser on Unsplash As query complexity increases, there is a growing need to keep the code organized, modular, and readable. Therefore, it is important to know techniques to maintain code …
This AI newsletter is all you need #97
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie Our focus this week was on real-world testing and fine-tuning of LLama-3 and Phi-3, as well as some exciting progress in medical AI. We …
A Complete Noobs Guide to Vector Search, Part 2
Author(s): Harpreet Sahota Originally published on Towards AI. A Complete Noobs Guide to Vector Search, Part 2 Photo by Evgeni Tcherkasski on Unsplash If you randomly ended up on this blog, let me give you a bit of context. I’m writing a …
Topic Modeling on Customer Reviews using BERTopic and Llama2
Author(s): Boris Dorian Da Silva Originally published on Towards AI. Topic Modeling on Customer Reviews using BERTopic and Llama2 A Quick Guide to Creating Interpretable Topics from Customer Reviews with BERTopic and Llama2 using Ollama. Image by playground.com Introduction No matter the …
Minimizing the Mean Square Error: Frequentist Approach
Author(s): Varun Nakra Originally published on Towards AI. Statistical Inference and Mean Square Error In a utopian world, we would have access to unlimited data, i.e., the entire population, so there wouldn’t be a need for an ‘inference’, as we would know …
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