An Easy One Prompt Stunning Python Sunburst Dashboard With GPT4
Author(s): John Loewen, PhD Originally published on Towards AI. No-fuss beautiful Plotly sunburst chart with GPT-4 prompting Top highlight Sunburst chart representing UNHCR data (with assistance from Dall-E) GPT-4 is terrific for generating data cleaning and visualization code in Python. In combination …
Technical Post-Mortem of a Data Migration Event
Author(s): Vishnu Regimon Nair Originally published on Towards AI. Key Objectives of Data Migration. Image by Author In this data-driven landscape, extracting the maximum value from data is crucial for success. As data volumes grow exponentially, organizations face considerable pressure to optimize …
Python Streamlit And GPT4: How To Map UNHCR Refugee Data
Author(s): John Loewen, PhD Originally published on Towards AI. Prompting GPT-4 for an interactive Streamlit/Plotly dashboard Python Streamlit is an amazing framework for creating interactive web interfaces — and GPT-4 can whip up working Streamlit code in a jiffy. Combine this with …
Sinfully Simple GPT-4 Prompting For Stunning Streamlit Interactive Maps
Author(s): John Loewen, PhD Originally published on Towards AI. Python Streamlit mapping code generation from NASA GIS dataDall-E image: Impressionist style map of North America Python Streamlit is a revelation for creating maps from GIS point data. And as I recently discovered, …
Hand Made Visualizations in Python using Cutecharts
Author(s): Kashish Rastogi Originally published on Towards AI. Want to add a sprinkle of sweetness to your infographics? Okay, this blog will not be like old blogs where I will be listing out how to make charts using Python libraries. As a …
Demystifying the Receiver Operating Characteristic (ROC) Curve
Author(s): Tan Pengshi Alvin Originally published on Towards AI. Interpreting the metrics behind a supervised classification model, in particular, the ROC curve and AUCImage by Chris Martin from Pixabay One of the most common and widely applicable themes in Artificial Intelligence is …
Buckle Up For Beautiful Python Plotly Mapping With GPT-4 Prompting
Author(s): John Loewen, PhD Originally published on Towards AI. On-the-fly interactive choropleth and bubble map codeDall-E image: impressionist painting of mapping global undernourishment GPT-4 prompting for Python code generation has drastically expedited my coding workflow. I use GPT-4 with interactive libraries like …
Simple Streamlit Sliders: Intaractive Map Visuals with GPT-4 Prompting
Author(s): John Loewen, PhD Originally published on Towards AI. Prompt engineering for interactive Python Streamlit mapsDall-E image: A choropleth map on a screen with a pleasing view in the background Interactive choropleth maps are powerful tools for visualizing and understanding complex datasets …
Optimizing Emergency Response in Calgary
Author(s): Vishnu Regimon Nair Originally published on Towards AI. Optimizing Emergency Response in Calgary Photo by Constante Lim on Unsplash Facing the Growing Challenge: Optimizing Emergency Response Times in Calgary With the ever-increasing population and evolving cities, the demand and need for …
Building an End-to-End Machine Learning Project to Reduce Delays in Aggressive Cancer Care.
Author(s): Juliusnyambok Originally published on Towards AI. Building an End-to-End Machine Learning Project to Reduce Delays in Aggressive Cancer Care. After years of battling over control of the TV (sparked by my sister’s questionable obsession with true crime), my sister, the brilliant …
The Art of Prompting GPT-4: Python CSV Cleaning and Data Visual Code
Author(s): John Loewen, PhD Originally published on Towards AI. Simple creation of Python scripts for interactive choropleth mapsDall-E image: image of an interactive choropleth map on a computer screen. With simple modular prompting, GPT-4 is an awesome tool for generating Python code …
A Data Analysis Project — Coffee Shop Sales Analysis.
Author(s): Kamireddy Mahendra Originally published on Towards AI. The Objective of any data analyst is to find the hidden insights in the data and come out with useful suggestions or solutions to benefit the business. Photo by Nathan Dumlao on Unsplash Let’s …
How I Use Custom GPT Builder For My Data Storytelling Workshops
Author(s): John Loewen, PhD Originally published on Towards AI. Organizing CSV files and custom rules into a shared GPTDall-E image: highlighting the importance of innovative thinking in addressing worldwide issues. With all of the recent additions to OpenAI’s flagship ChatGPT Plus tool, …
How I Use GPT-4 Code Tutor To Accelerate My Streamlit Learning
Author(s): John Loewen, PhD Originally published on Towards AI. Code Tutor saves you time and effort when learning PythonPhoto from Dall-E: coding choropleth map data visualization Productivity is an important metric that differentiates between those who are great coders and those who …
Leveraging GPT-Builder To Create a Plotly Python Mapping GPT
Author(s): John Loewen, PhD Originally published on Towards AI. Designing your own custom GPT for instant Python map creation To simplify and accelerate real-time data visualizations with GPT-4, you can create a custom GPT to do the job. The GPT Builder tool …
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