Advanced SQL for Data Analysis βPart 1: Subqueries and CTE
Author(s): Carlos da Costa Originally published on Towards AI. Photo by Luke Chesser on Unsplash As query complexity increases, there is a growing need to keep the code organized, modular, and readable. Therefore, it is important to know techniques to maintain code …
This AI newsletter is all you need #97
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie Our focus this week was on real-world testing and fine-tuning of LLama-3 and Phi-3, as well as some exciting progress in medical AI. We …
A Complete Noobs Guide to Vector Search, Part 2
Author(s): Harpreet Sahota Originally published on Towards AI. A Complete Noobs Guide to Vector Search, Part 2 Photo by Evgeni Tcherkasski on Unsplash If you randomly ended up on this blog, let me give you a bit of context. Iβm writing a …
Topic Modeling on Customer Reviews using BERTopic and Llama2
Author(s): Boris Dorian Da Silva Originally published on Towards AI. Topic Modeling on Customer Reviews using BERTopic and Llama2 A Quick Guide to Creating Interpretable Topics from Customer Reviews with BERTopic and Llama2 using Ollama. Image by playground.com Introduction No matter the …
Minimizing the Mean Square Error: Frequentist Approach
Author(s): Varun Nakra Originally published on Towards AI. Statistical Inference and Mean Square Error In a utopian world, we would have access to unlimited data, i.e., the entire population, so there wouldnβt be a need for an βinferenceβ, as we would know …
A Complete Noobs Guide to Vector Search, Part 1
Author(s): Harpreet Sahota Originally published on Towards AI. Photo by Scott Graham on Unsplash If you randomly ended up on this blog, let me give you a bit of context. Iβm writing a book on Retrieval Augmented Generation (RAG) for Wiley Publishing, …
Understanding Convolutional Neural Network (CNN) β A Guide to Visual Recognition in the AI Era
Author(s): Sanket Rajaram Originally published on Towards AI. Understanding Convolutional Neural Network (CNN) β A Guide to Visual Recognition in the AI Era This article will help you understand the application of conventional artificial neural networks to visual recognition problems. Weβll understand …
Exploration of CDFs: Their Applications in Data Science
Author(s): Ghadah AlHabib Originally published on Towards AI. Image generated by ChatGPT Introduction to CDFs Cumulative Distribution Functions (CDF) are functions that represent the probability of a random variable X that takes on a value less than or equal to a specific …
Setting Up Your Qdrant Vector Database
Author(s): Harpreet Sahota Originally published on Towards AI. Photo by Andrew Ruiz on Unsplash If you randomly ended up on this blog, let me give you a bit of context. Iβm writing a book on Retrieval Augmented Generation (RAG) for Wiley Publishing, …
Make ChatGPT Your go-to Travel Advisor
Author(s): Poornachandra Sarang Originally published on Towards AI. Creating Travel Itinerary for Any City in the WorldPhoto by Murat Εahin Every time I have to make a few local visits, it always brings to mind the traveling salesperson dilemma. The solution to …
ATFNet: Adaptive Time-Frequency Ensembled Network for Long-term Time Series Forecasting
Author(s): Reza Yazdanfar Originally published on Towards AI. ATFNet is a deep learning model that combines time and frequency domain modules to capture dependencies in time series data. It introduces a novel weighting mechanism to adjust weights based on periodicity, enhances the …
Time Series Simulations: Signature Transformation Method in Python. Part 2
Author(s): Pavel Zapolskii Originally published on Towards AI. In this article, we continue to explore a powerful tool for compressing Time Series information known as the Signature. Please read the first part if you want to learn more about math and calculation …
Some Technical Notes About Phi-3: Microsoftβs Marquee Small Language Model
Author(s): Jesus Rodriguez Originally published on Towards AI. Created Using Ideogram I recently started an AI-focused educational newsletter, that already has over 165,000 subscribers. TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. …
Critical Ideas Behind What Powers LLMs
Author(s): Vishnu Regimon Nair Originally published on Towards AI. Chronological display of LLM releases. Image by Naveed, Humza, et al. from arXiv.orgβ [1] In recent years, the ascent of Large Language Models (LLMs) such as GPT-4 and LLaMA has paved the way …
When Things Go Wrong, What and How to Communicate with the Non-AI Leadership?
Author(s): Mandar Karhade, MD. PhD. Originally published on Towards AI. I know he/she does not understand it fully, but here is a message that will help you communicate it better. Let's call a spade a spade. You are interested in reading this …
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