How To Create Your Own LLM-Powered Slackbot With Langchain on Your Own Private Data
Author(s): Mostafa Ibrahim Originally published on Towards AI. Perform question answering or summarisation from the comfort of Slack using Langchain on custom data. Photo by Austin Distel on Unsplash Throughout my own journey of exploring LLMs (Large Language Models), I have made …
ChatGPT Guide: How I’d Learn Data Science if I Could Start Again
Author(s): Gencay I. Originally published on Towards AI. Navigating the Data Science Landscape with Insights from ChatGPT: Machine Learning, Data Visualization, and Web Scraping Techniques. Image by Author- Created in Canvas In the spring of 2017, I decided to start a career …
The Pandas DataFrame Agent: LangChain and GPT-4
Author(s): Ulrik Thyge Pedersen Originally published on Towards AI. Simplifying Data Analysis with Natural Language Processing Image by Author with @MidJourney Data analysis and data manipulation are fundamental data science tasks carried out daily in the field. Efficient and fast data transformation …
Unleash the Power of Multivariate Time Series Forecasting with Vector Autoregression (VAR) Models: a theoretical introduction
Author(s): David Andres Originally published on Towards AI. Photo by Veronica Reverse on Unsplash There are times when we need to forecast several variables at the same time. For these occasions, traditional methods such as ARIMA or Exponential Smoothing are not sufficient …
5 Game-Changing Free Tools to Enhance Your Data Science Portfolio
Author(s): Youssef Hosni Originally published on Towards AI. Table of Contents: Establishing an impressive data science portfolio is integral to showcasing your talents, attracting prospective employers or collaborators, and progressing your career in data science. Compelling projects are necessary, but using the …
US Department of Education’s DataLab: A Data Scientist’s Guide
Author(s): Adam Ross Nelson Originally published on Towards AI. An Insider’s Guide to Navigating and Sharing Educational Insights As a data scientist, one of the fascinating aspects of our work is that it is, by nature, replicable. This characteristic promotes transparency and …
Unraveling Sports Simulations, in 14Q’s with ChatGPT
Author(s): Karan Bhatti Originally published on Towards AI. Q1 to Chat GPT : The complex concept of simulations in sports has eluded me for years, despite spending a couple of years with a sports betting firm. I had not acquired an understanding …
Building a Classification Model To Score 80+% Accuracy on the Spaceship Titanic Kaggle Dataset
Author(s): Devang Chavda Originally published on Towards AI. This article will walk you through detailed forward feature selection steps and model building from scratch, improving it further with fine-tuning. Photo by NASA on Unsplash Data pre-processing of spaceship-titanic kaggle dataset for achieving …
Defining Your Product’s North Star Metrics and Leading Indicators
Author(s): Lisa Cohen Originally published on Towards AI. Top highlight One key role that data science teams play is defining metrics and setting targets for the product and company. Having a clear set of success metrics is a very effective way to …
Monet Paintings Reimagined: Training a DCGAN on Impressionist Art
Author(s): Clément Delteil Originally published on Towards AI. Exploring the Boundaries of Creativity and Technology San Giorgio Maggiore at Dusk — Claude Monet — Public Domain Midjourney, DALL-E [1], and Stable Diffusion [2] are now taking the spotlight for image generation based …
Ensemble Learning: Maximizing Predictive Power through Collective Intelligence
Author(s): David Andres Originally published on Towards AI. Photo by Cristina Marin on Unsplash Ensemble Learning is a powerful method used in Machine Learning to improve model performance by combining multiple individual models. These individual models, also known as “base models” or …
Falcon-40B: A Fully OpenSourced Foundation LLM
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Each Contributor hereby grants Grants to You a perpetual, worldwide, non-exclusive, irrevocable copyright license to reproduce, prepare Derivative Works of, publicly display, publicly perform, sublicense, and distribute the Work and such …
Docker in MLOps For Starters
Author(s): Sawon Originally published on Towards AI. Photo by Emiliano Vittoriosi on Unsplash Motivation I am writing this article to provide valuable information and guidance to individuals who are new to the field of MLOps and are looking to understand the concepts …
Identify Green Spaces in Your City With Folium and Open Data
Author(s): Clément Delteil Originally published on Towards AI. Learn How to Efficiently Use Folium on Millions of GPS Coordinates to Improve Your Mental Health Image by Pexels from Pixabay More and more people are moving from the countryside to the cities in …
The Real Cost vs. Benefit Dilemma of AI in Business
Author(s): John Adeojo Originally published on Towards AI. Book Online | Data-Centric Solutio Image by Author: Generated with Midjourney Many of my clients are eager to harness the transformative power of Artificial Intelligence (AI) and Machine Learning in their day-to-day business operations. …
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