AI and its Possibilities/Destructions in Art.
Author(s): Green Originally published on Towards AI. Image created from AI. Artificial Intelligence has become a super streamlined topic. Many people are skeptical and optimistic, and some see it as a great business opportunity. Here is a look into AI in art. …
How Does Polars .rolling Scale With The Number of Columns?
Author(s): Yousef Nami Originally published on Towards AI. A prelude to calculating Variograms using PolarsPhoto by Yiorgos from Unsplash. For some time, I’ve been reading about Variograms [1]. This is a visualization tool used in Geostatistics to see how a specific quantity …
Inside Orca 2: Microsoft New Method to Teach Reasoning to Small Language Models
Author(s): Jesus Rodriguez Originally published on Towards AI. Created Using DALL-E I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. …
Chat With Your PDF Using OpenAI Assistant API
Author(s): Youssef Hosni Originally published on Towards AI. Getting Started with OpenAI Assistant API The Assistants API allows you to build AI assistants within your own applications. An Assistant has instructions and can leverage models, tools, and knowledge to respond to user …
FastAPI Template for LLM SaaS Part 2 — Celery and Pg-vector
Author(s): Euclidean AI Originally published on Towards AI. This blog post is part of the FastAPI + Supabase Template for LLM SaaS series, building on the concepts introduced in Part 1 (Auth and File Upload). FastAPI Template for LLM SaaS Part 1 …
AI is the Sixth Intelligence Discipline
Author(s): Kendrick Originally published on Towards AI. AI-INT will help us win information superiorityPhoto by Mike Kononov on Unsplash “There is a pre-ChatGPT and a post-ChatGPT world,” affirmed one CEO to your author. Some may, at first look, think this dichotomy in …
Taking the Guesswork out of Anomaly Detection: Let Histograms Set the Threshold
Author(s): Miguel Gutierrez Originally published on Towards AI. Photo by Randy Fath on Unsplash. Pawn of different color representing an outlier of colors. In the realm of anomaly detection, the pursuit of hidden irregularities is akin to seeking hidden treasures in a …
Why Hype Matters: Thinking Practically about AI
Author(s): Andrew Blance Originally published on Towards AI. This is ELIZA, a chatbot from the 60s. People got really excited about it. From Wikipedia. https://en.wikipedia.org/wiki/ELIZA In the 60s, Joseph Weizenbaum was interested in how humans might communicate with computers. What this resulted …
Understanding Data Lineage: From Source to Destination
Author(s): Muttineni Sai Rohith Originally published on Towards AI. I went to a restaurant yesterday, “Anthera.” After eating my fourth or fifth piece of pepper chicken, which, by the way, was delicious, I started to be amazed by our capability to digest …
RLHF Training Pipeline for LLMs Using Huggingface 🤗
Author(s): Marcello Politi Originally published on Towards AI. Learn how to develop your own domain-specific LLM with this Python hands-on guidePhoto by Jongsun Lee on Unsplash This blog post was written by Marcello Politi and Vijayasri Iyer. By now, everyone is talking …
NOIR, Stanford’s Mind-Controlled AI Robot
Author(s): Ignacio de Gregorio Originally published on Towards AI. A Scalable Mind Interpreter Top highlight At this point, my mom thinks some AI applications have become nothing far from magic. Today, we are going to talk about one of those cases, NOIR. …
Distil-Whisper: Advancements in AI Voice-to-Text Technology
Author(s): Louis Bouchard Originally published on Towards AI. Distil-Whisper: AI’s New Approach to Efficient Audio Transcription Receive my blogs and more on my AI newsletter and receive free gifts, such as my secrets to success on YouTube! As you know, we can …
ChatGPT for Parents — The Prompts You Need to Boost Your Productivity
Author(s): Ahmed Fessi Originally published on Towards AI. How to use ChatGPT to help your children learn efficiently: A guide with many prompts and hacks to use AI in the learning processFather and daughter studying — Generated by the Author using Dall-E …
Mastering Recommendation Engines with Neural Collaborative Filtering
Author(s): Priyansh Soni Originally published on Towards AI. This article is your go-to manual for crafting a recommendation engine with Neural Collaborative Filtering (NCF). Starting with a swift introduction to recommendation engines, we’ll dance through their different types, focusing primarily on model-based …
MakeBlobs + Fictional Synthetic Data A New(ish) Use Case
Author(s): Adam Ross Nelson Originally published on Towards AI. Breathing new life into your projects (and your data science practice) with this lesser-known SkLearn module From the west edition of the Open Data Science Conference (ODSC), one of the “buzziest” panels was …