AI-Powered PCs Are Here — How IFA 2024 Is Shaping the Future of Computing
Author(s): Chiapeilie Originally published on Towards AI. A closer look at the latest AI innovations from Lenovo, ASUS, and other tech giants, transforming laptops and desktops into intelligent companions This member-only story is on us. Upgrade to access all of Medium. Photo …
AI and Big Data Expo Europe Countdown: Just 1 Month to Go!
Author(s): Towards AI Editorial Team Originally published on Towards AI. AI and Big Data Expo Europe, the premier event for AI and Big Data enthusiasts, innovators, and industry leaders, is just over one month away. Set to take place at the iconic …
A Brief Practical Guide to LLM Quantization
Author(s): Raghunaathan Originally published on Towards AI. Source: Image by OpenArt — Dall-E 3 In recent years, the field of language models has undergone significant transformation since the introduction of ChatGPT. We’ve witnessed a notable surge in the availability of large language …
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 …
How To Automate Data Science Tasks With Python (Part 2)
Author(s): Richard Warepam Originally published on Towards AI. In Part 2: It is about handling missing values and data transformation This member-only story is on us. Upgrade to access all of Medium. If you are not a member, read the full article …
Handling Mixed Variables in Feature Engineering: A Practical Guide with Code
Author(s): Souradip Pal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. A girl looking at a screen containing mixed variables. Source: Image generated by Dall-E Imagine you’re working on a brand-new data project, …
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 …
Optical Character Recognition (OCR) with CNN-LSTM Attention Seq2Seq
Author(s): Tan Pengshi Alvin Originally published on Towards AI. Photo by Towfiqu barbhuiya on Unsplash In previous articles, we have covered a lot, and exhaustively, on Convolutional Neural Networks (CNNs) and their various Deep Learning tasks. CNNs are particularly good at learning …
Transformer Architecture Part -2
Author(s): Sachinsoni Originally published on Towards AI. In the first part of this series(Transformer Architecture Part-1), we explored the Transformer Encoder, which is essential for capturing complex patterns in input data. However, for tasks like machine translation, text generation, and other sequence-to-sequence …
Best Data Science Books & Courses To Get A Job
Author(s): Egor Howell Originally published on Towards AI. A comprehensive guide to the books and courses that helped me in my journey. This member-only story is on us. Upgrade to access all of Medium. Image by author. After working 3 years as …
Let’s Build GPT from Scratch for Text Generator
Author(s): Asad iqbal Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. We will use KerasNLP to build a scaled-down Generative Pre-Trained (GPT) model in this example. GPT is a Transformer-based model that allows …
How Far Should You Go to Perfect Your AI System?
Author(s): Konstantin Babenko Originally published on Towards AI. How Far Should You Go to Perfect Your AI System? Source: Image by racker on Shutterstock The process of validating a conversational AI system is as complex as an onion: When you remove a …
Automation Tool Use Deviation from AI-Related Tools Confirms Possible AI Hype Cycle Focus on Automation; Trend Now Reversing
Author(s): Jonathan Bennion Originally published on Towards AI. Trends suggest automation tools faced challenges during AI hype cycle TLDR: Automation tools (Zapier as an example) API public development declined (-13.1% y/y) until last month, while AI-related APIs have experienced steady growth (+12.0% …
7 Retrieval Metrics for Better RAG Systems
Author(s): Abhinav Kimothi Originally published on Towards AI. A Simple Guide to Evaluating Accuracy in Information Retrieval Tasks This member-only story is on us. Upgrade to access all of Medium. Source: AI Image generated by Author using DallE Large Language Models, or …
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 …
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