How To Set Up a Google Earth Engine Cloud Project
Author(s): Ruiz Rivera Originally published on Towards AI. Photo by SpaceX on Unsplash In the realm of environmental monitoring and geospatial analysis, Google Earth Engine (GEE) stands out as a game-changing platform. For researchers, data scientists, and environmental professionals, creating a Google …
A Beginner’s Guide to Converting Numerical Data to Categorical: Binning and Binarization
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Imagine sifting through rows of data in a spreadsheet packed with numbers that look impressive at first glance. But when you try …
How to make Generative AI reliable
Author(s): Mark O’Neill Originally published on Towards AI. They say your greatest strength creates your greatest weakness. Generative AI models that can produce an infinite amount of answers for an infinite amount of prompts, will naturally be terrible at behaving predictably and …
Advanced Recipes for Contrastive Learning
Author(s): Raj Sangani Originally published on Towards AI. Photo by Agence Olloweb on Unsplash Note : This blog assumes familiarity with basic knowledge about dense retrievers, RAG systems and contrastive learning. A very solid introduction to this can be found in the …
#39 Top 5 ML Algorithms, Graph RAG, & Tutorial for Creating an Agentic Multimodal Chatbot.
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week, we have discussed some of the latest industry innovations and trends like GraphRAG, Agentic chatbots, evolving trends with search engines, and some very interesting project-based collaboration …
Exploring Activation Functions, Loss Functions, and Optimization Algorithms
Author(s): Ali Originally published on Towards AI. A Beginner-friendly overview This member-only story is on us. Upgrade to access all of Medium. Neural Network -source (author) When building Deep Learning models, activation functions, loss functions, and optimizing algorithms are crucial components that …
Mathematical Transformations in Feature Engineering: Log, Reciprocal, and Power Transforms Explained with Visualization
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Imagine you’re preparing to bake a cake, but some ingredients are piled high, and others barely fill the spoon. Without smoothing out …
AI and Wedding Photography, A Match Made in Heaven
Author(s): Diop Papa Makhtar Originally published on Towards AI. AI and Wedding Photography, A Match Made in Heaven picture of a wedding with a robot holding a camera, generated by Microsoft copilot As an entrepreneur with a passion for technology and a …
How Does AI Work? Create a Neural Network from Scratch
Author(s): Sean Jude Lyons Originally published on Towards AI. By the end of this article, you’ll be able to build your own model and Machine Learning library to make predictions. Let's begin by writing a simple function and discussing it: def parabola_function(x): …
TAI #115: LLM Adoption Taking Off? OpenAI API Use Up 2x in 5 Weeks, LLama at 350m Downloads.
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, we saw several new LLMs released, including an upgrade to Cohere’s Command R and new Qwen2 models. Outside of LLMs, we also …
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