My GPT-4 Secrets to Quick and Awesome Data Visual Results
Author(s): John Loewen, PhD Originally published on Towards AI. Tips for using GPT-4 to optimize your data visual workflow For the past 2 years now I have been a heavy daily GPT-4 user. I pay for the GPT-4o version and I now …
Is The New GPT-4 Deep Research Tool Any Good? Here’s What I Found
Author(s): John Loewen, PhD Originally published on Towards AI. Prompting to explore data visualization research capabilities As a data science professor, I have been using GPT-4 daily for more than 2 years to help me with my work. And wow, it really …
Better GPT-4 Prompting: Surprisingly Simple Streamlit Mapping on Global Generosity
Author(s): John Loewen, PhD Originally published on Towards AI. Modular prompts for an awesome interactive dashboard Python Streamlit is a terrific tool for creating interactive web interfaces — and GPT-4 can whip up slick functional Streamlit code in a jiffy. NoneThis article …
Build an EDA Playground with Streamlit
Author(s): Himanshu Sharma Originally published on Towards AI. A hands-on guide to building your own Data Prep & Visualization app with Streamlit We’ve all been there: excited to try a new model on a fresh dataset, only to spend hours filling missing …
Microsoft Fabric: The Game-Changing Analytics Platform That’s Revolutionizing How Organizations Handle Data
Author(s): Naveen Krishnan Originally published on Towards AI. Image Source—Author Before Microsoft Fabric, creating a simple sales report felt like an impossible task. I still remember CTOs saying “Our data was scattered across seven different systems, each with its own ETL pipelines, …
Data Storytelling with Altair and pynarrative: Turning Data into Insight
Author(s): S Aishwarya Originally published on Towards AI. Strong data storytelling goes beyond simply visualizing numbers it uncovers the meaning behind the patterns, bringing clarity to what would otherwise be just a spreadsheet of values. Photo by Carlos Muza on Unsplash While …
Data Storytelling Guide: Turn Numbers into Insights
Author(s): Noro Chalise Originally published on Towards AI. 1. Introduction Have you ever looked at a spreadsheet filled with numbers and felt completely lost? The information is there, but it does not say anything clearly. There is no message, no insight, and …
Is Gemini’s New Data Science Agent Useful? Here’s The Truth
Author(s): John Loewen, PhD Originally published on Towards AI. Testing Python code creation and distribution in Google Colab In Google Colab, Gemini makes it possible to go from a plain-text instruction to a functional, multi-step notebook — without switching tools. In other …
How to Prompt GPT-4 For Authentic Data Visuals That Make You Look Like a Pro
Author(s): John Loewen, PhD Originally published on Towards AI. Exploratory analysis and data storytelling on global forest loss Prompting GPT-4 for exploratory data analysis and storytelling are an essential tool to add to your data science toolbox. For example, bar chart analysis, …
Having Streamlit Superpowers: The Best GPT-4 Prompts For Guaranteed Data Visuals
Author(s): John Loewen, PhD Originally published on Towards AI. No-fuss prompting for error-free Python Streamlit data viz code How easy is it to create data visuals with GPT-4 and the Python Streamlit library? Way easier than I ever expected! A little bit …
It Was Never Just About Tools: How Learning Data Analytics and Machine Learning Changed My Thinking
Author(s): Nikhil Dasari Originally published on Towards AI. Reflections on mistakes, mindset shifts, and what I truly learned while exploring Data Analytics and Machine Learning. Photo by Ameer Basheer on Unsplash After my graduation, I was clueless about my career — what …
Sure Fire GPT-4 Prompting For Better Python Voila Data Viz Results
Author(s): John Loewen, PhD Originally published on Towards AI. Displaying UN human rights data with Voila, GitHub and myBinder.org This member-only story is on us. Upgrade to access all of Medium. Sharing data visualizations from Jupyter Notebooks can be challenging, especially for …
How To Prompt GPT-4 For Super Streamlit Death Penalty Data Visuals
Author(s): John Loewen, PhD Originally published on Towards AI. Interactive Data Visuals with Python Streamlit, Plotly and GPT-4 This member-only story is on us. Upgrade to access all of Medium. With Python data visual design, there is a rapidly growing list of …
Beginner GPT-4 Prompting For Surprisingly Easy Maps and Reports
Author(s): John Loewen, PhD Originally published on Towards AI. No-code prompts for rapid data visualization reporting This member-only story is on us. Upgrade to access all of Medium. As a computer science professor of 20+ years, I have heaps of experience in …
Stunning Python Streamlit From One Single Simple GPT-4 Prompt
Author(s): John Loewen, PhD Originally published on Towards AI. Showcasing data storytelling on the global peace index dataset This member-only story is on us. Upgrade to access all of Medium. Recently, I have been constantly hassling GPT-4 to generate Python Streamlit dashboard …
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