Why Polars Destroy Pandas in All Possible Ways for Data Scientists?
Author(s): Lazar Gugleta Originally published on Towards AI. One of the first Data Science libraries, Pandas, has been improving the lives of many developers across the globe, but Polars shows it is time to move on. Pandas needs no introduction, but this …
Beyond LLMs: Compounds Systems, Agents, and Whole AI Products
Author(s): Adel Zaalouk Originally published on Towards AI. A Framework for Building Great AI Products Introduction The other day, I found myself reflecting on a classic concept that I was taught in business school, Maslow’s hierarchy of needs, a simple but powerful …
From Solo Notebooks to Collaborative Powerhouse: VS Code Extensions for Data Science and ML Teams
Author(s): Gift Ojeabulu Originally published on Towards AI. From Solo Notebooks to Collaborative Powerhouse: VS Code Extensions for Data Science and ML Teams Photo by Parabol | The Agile Meeting Toolbox on Unsplash In this article, we will explore the essential VS …
Building Intelligent Agents from Scratch: A Journey into LLM-Powered Autonomy
Author(s): Anoop Maurya Originally published on Towards AI. Photo by Rock'n Roll Monkey on Unsplash In recent years, the advent of large language models (LLMs) has revolutionized the field of artificial intelligence, making it possible for machines to understand and generate human-like …
TAI #111; What Does Deepseek’s 10x Cheaper Reused LLM Input Tokens Unlock?
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, our eyes were again on the rapid progress in LLM inference, in particular, the possibility of significantly reducing the cost for reused …
Meet Gemma Scope and ShieldGemma: Google DeepMind’s New Releases for Interpretability and Guardrailing
Author(s): Jesus Rodriguez Originally published on Towards AI. Created Using Ideogram I recently started an AI-focused educational newsletter, that already has over 170,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. …
5 Top Large Language Models & Generative AI Books
Author(s): Youssef Hosni Originally published on Towards AI. Master LLMs & Generative AI Through These Five Books This article reviews five key books that explore the rapidly evolving fields of large language models (LLMs) and generative AI, providing essential insights into these …
A simple Introduction to Multilayer Perceptron and Autoencoder for Estimating Used Car Prices with Deep Learning for Beginners
Author(s): Sarah Lea Originally published on Towards AI. How can we estimate the price of objects such as used cars as accurately as possible? In addition to traditional methods based on statistical and heuristic approaches (e.g. comparison method, cost approach or expert …
How to Build With the Chrome’s Latest Built-in AI
Author(s): Nithur Originally published on Towards AI. Setting up Gemini Nano in Your Browser and Building a Practical Use Case With ItImage generated by the author with playgroundai/playground-v2–1024px-aesthetic on Replicate Gemini Nano, built-in AI by Google is picking up steam lately. Google …
The Problem with Prompting… and What it Really is
Author(s): Louis-François Bouchard Originally published on Towards AI. Advanced Prompting: Because Basic Instructions Were Just Too Boring This post is an older iteration of our weekly newsletter High Learning Rate. Follow it to get more of such posts 1 month before! Let’s …
Uncovering K-means Clustering for Spatial Analysis
Author(s): Stephen Chege-Tierra Insights Originally published on Towards AI. Created by the author with DALL E-3 “Def- Underrated-adjective rated or valued too low”- Merriam Webster. Underrated, unappreciated or underhyped are terms that get thrown around to suggest something that does not get …
Building and Extending Your Decision Tree: A Hands-On Guide
Author(s): Shenggang Li Originally published on Towards AI. Unlocking the Secrets of Decision Trees: From Basic Concepts to Advanced Optimization Techniques and Practical CodingPhoto by Natalie Thornley on Unsplash This post explores decision trees and guides how to build one from scratch. …
Google Does it Again
Author(s): Ignacio de Gregorio Originally published on Towards AI. The New Maths OlympianSource: Generated by author using GPT-4o Google Deepmind has done it again. And this time, it’s a double win. They have presented AlphaProof and AlphaGeometry 2, models that have achieved …
Learn AI Security For FREE With These Amazing Resources
Author(s): Taimur Ijlal Originally published on Towards AI. Start your AI security journey today and future-proof your career I have written about this MANY times and keep repeating it on auto-pilot to anyone who wants to future-proof their Cybersecurity career. But where …
Are You Trying to Automate Everything with AI? Here’s Why You Should Stop.
Author(s): Kris Ograbek Originally published on Towards AI. When Smart Work & AI Automation Turn Against You.A person controlled by quick success and smart work. Image by the author with the help of DALL-e 3 & Canva. People are rushing to automate …
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