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 · Introduction· Recap on how LLM works· What are the strategies, and how …
I Played Flappy Bird in ChatGPT
Author(s): Hesam Sheikh Originally published on Towards AI. GPT-4 is fantastic, but is it good enough to be a Game Engine? I tried this with Flappy Bird, using a simple LangChain program and some Prompt Engineering.Flappy Bird in ChatGPT version. We all …
Analyzing MRI Scans With AI (Tensorflow) Is Easier Than You Think
Author(s): Laszlo Fazekas Originally published on Towards AI. A few weeks ago, I had an MRI scan. That’s when it occurred to me to wonder how complicated it would be to evaluate MRI images with the help of AI. I had always …
Unveiling the Future: Mastering Stock Market Prediction with PMDARIMA
Author(s): Himanshu Sharma Originally published on Towards AI. Unlock the Secrets of Stock Market Forecasting with Python’s PMDARIMA LibraryStock Prediction(Source: By Author) Predicting stock market prices is a challenging yet crucial task for investors and financial analysts. The ability to forecast future …
Best Resources to Learn & Understand Evaluating LLMs
Author(s): Youssef Hosni Originally published on Towards AI. Large language models (LLMs) are gaining increasing popularity in both academia and industry, owing to their unprecedented performance in various applications. As LLMs continue to play a vital role in both research and daily …
SaaS-based Engineering Tool Onboarding with AI Assistance
Author(s): Jun Li Originally published on Towards AI. Image generated by Author using DALL-E Table of content · Overview· Application design· Implement the application ∘ Define graph nodes ∘ Define graph edges ∘ Memory and states ∘ Add new services ∘ Chat …
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 …
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