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GPT-4 On-the-Fly DataVisualization Tools: A Simple Mapping Example
Author(s): John Loewen, PhD Originally published on Towards AI. Super quick charts and maps from the Global Peace Index CSV With data analysis, one of the most challenging things to do is to transform raw numbers into meaningful stories. With AI, there …
How To Avoid Common Pitfalls in Time Series Forecasting
Author(s): Jonte Dancker Originally published on Towards AI. Time series data is everywhere and is one of the most available data. Many industries, including retail, financing, or energy, use time series. In time series, observations are recorded at regular or irregular time …
Do Not Create That New Report!
Author(s): Deepak Chopra | Talking Data Science Originally published on Towards AI. Embracing a focused reporting approach in the data-driven era to overcome the pitfalls of excessive reporting and enable efficient and effective decision-making.Photo by Fey Marin on Unsplash In the contemporary …
My GPT-4 One-Prompt Python Plotly Interactive Dashboard
Author(s): John Loewen, PhD Originally published on Towards AI. Single-step prompting for interactive CO2 global emissions data Recently I have been focusing on refining my GPT-4 prompting for interactive dashboard visualizations. I’ve been putting in the time to figure this out — …
Effectively Analyze Survey Responses with AI
Author(s): muffaddal qutbuddin Originally published on Towards AI. Image by HANSUAN FABREGAS from Pixabay In the fast-paced world of business, understanding the voice of the customer has never been more crucial. Companies of all sizes leverage surveys to tap into their customers’ …
Avery Smith’s 90-Day Blueprint: Fast-Track to Landing a Data Job
Author(s): Louis-François Bouchard Originally published on Towards AI. Louis-François Bouchard in What is Artificial Intelligence Introduction to self-supervised learning·4 min read·May 27, 2020 80 … Read the full blog for free on Medium. Join thousands of data leaders on the AI newsletter. …
GPT-4 One-Prompt Dashboard Showdown: Plotly Dash vs Streamlit
Author(s): John Loewen, PhD Originally published on Towards AI. Which framework reigns supreme in GPT-4, prompting simplicity?Dall-E generated image: impresionist painting of two similar dashboards on two computer screens For the past 8 months, I have been incessant on optimizing GPT-4 prompt …
Direct Uses of Large Language Models in Modern Science and Technology
Author(s): LucianoSphere (Luciano Abriata, PhD) Originally published on Towards AI. An overview plus examples from the public and private sectors applying cutting-edge LLMs to research and developmentImage composed by the author from free screenshots and Dall-E-3 generations. All other figures of this …
My GPT-4 Prompting Methods: The Why And How For Data Visualization
Author(s): John Loewen, PhD Originally published on Towards AI. My methods of using GPT-4 to optimize my data visual workflow For the past 6 months, I have been a heavy daily GPT-4 user. I know it makes me sound like an addict, …
Decoding Statistical Power: The Key to Precision in Marketing Studies
Author(s): Deepak Chopra | Talking Data Science Originally published on Towards AI. Marketing Measurement-4: A layman’s guide to Statistical Power and its interplay with other factors while measuring marketing effectiveness. Top highlight Photo by Thomas Kelley on Unsplash This article is a …
Regression, Personalisation, and the Kaggle Syndrome
Author(s): Kelvin Lu Originally published on Towards AI. Photo by Artem Beliaikin on Unsplash Recently, I worked on a prediction case study using the Kaggle Black Friday Prediction dataset, which was created six years ago and has been downloaded over 32,000 times. …
Facebook’s Billion-Scale Search Algorithm Repurposed to Efficiently Navigate Proteomic Data
Author(s): LucianoSphere Originally published on Towards AI. Photo by Julia Koblitz on Unsplash A new paper presents Spectroscape, a new method and web-based tool created to address the challenges in proteomics data management and exploration. Modern MS experiments for proteomics produce vast …
GPT-4 Advanced Data Analysis: A Beginner’s Guide to Charts and Maps
Author(s): John Loewen, PhD Originally published on Towards AI. Removing the “advanced” for simple and useful data analysisDall-e created image — impressionist painting in vivid thick oil colors of a map of Earth With data science, turning raw numbers into meaningful data …
Mapping With GPT-4's Advanced Data Analysis Tool: A Comprehensive Example
Author(s): John Loewen, PhD Originally published on Towards AI. Using GPT-4 to generate beautiful on-the-fly charts and mapsDall-e Image: impressionist painting in vivid colors of planet Earth With data analysis, one of the most challenging things to do is to transform raw …
Finding Insights into Customers with ChatGPT
Author(s): Dennis Niggl Originally published on Towards AI. “The aim of marketing is to know and understand the customer so well the product or service fits him and sells itself”. -Peter Drucker Photo by Austin Distel on Unsplash Businesses need to know …
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