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 …
The Data Science Evolution: A Tale of Trends, Talent, and Time!🚀
Author(s): Kashish Rastogi Originally published on Towards AI. The Data Science Evolution: A Tale of Trends, Talent, and Time!🚀 This analysis isn’t a battle of the sexes it’s a deep dive into how men and women engage with different aspects of the …
Which Python Dashboard Is Better? Dash, Panel And Streamlit Showdown
Author(s): John Loewen, PhD Originally published on Towards AI. Prompting GPT-4 for multi-visual interactive dashboard creation This member-only story is on us. Upgrade to access all of Medium. As a comp sci professor, over the past year, I have heavily integrated GPT-4o …
Pandemics Simplified: A Toy Model’s Take on COVID-19
Author(s): Maxime Jabarian Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Source In this post, I’ll take you on a journey into the world of infectious disease modeling, focusing on a visually engaging …
Sturdy GPT-4 Guardrails: Better Prompting For Python Code Results
Author(s): John Loewen, PhD Originally published on Towards AI. Minimizing frustration and inaccuracy in your data viz results This member-only story is on us. Upgrade to access all of Medium. As a Computer Science professor I have been using GPT-4 for well …
GPT-4o Python Charting Insanity: Prompting For Instant Data Visuals
Author(s): John Loewen, PhD Originally published on Towards AI. Hands-on no-code visuals from the UN population projection dataset This member-only story is on us. Upgrade to access all of Medium. The automatic data visualization generation tools for GPT-4o keep getting better and …
Explainable Clustering — The Introduction of Recursive Embedding and Clustering and its Application
Author(s): Yuki Shizuya Originally published on Towards AI. The explainable clustering method overview Recently, I read an interesting article from Spotify titled “Recursive Embedding and Clustering.” According to the blog, Spotify developed an explainable clustering method and utilizes this technique to research …
10 No-Nonsense Machine Learning Tips for Beginners (Using Real-World Datasets)
Author(s): Mukundan Sankar Originally published on Towards AI. Stop Overthinking and Start Building Models with Real-World Datasets This member-only story is on us. Upgrade to access all of Medium. Photo by Mahdis Mousavi on Unsplash Do you want to get into machine …
Is GPT-4 Getting Any Better At Quantitative Image Analysis?
Author(s): John Loewen, PhD Originally published on Towards AI. Can it do decent quantitative analysis from a data visualization? This member-only story is on us. Upgrade to access all of Medium. For me, one of the most useful GPT-4 tools is the …
Simple GPT-4 Prompting For An Awesome Animated Streamlit App
Author(s): John Loewen, PhD Originally published on Towards AI. Visualizing alarming UNHCR displacement trends with Python This member-only story is on us. Upgrade to access all of Medium. Python Streamlit is an awesome framework for creating interactive web interfaces — and GPT-4 …
9 Hidden Plotly Tricks Every Data Scientist Needs to Know
Author(s): Mukundan Sankar Originally published on Towards AI. Why Your Current Visualizations Aren’t Telling the Full Story This member-only story is on us. Upgrade to access all of Medium. Photo by Firmbee.com on Unsplash When it comes to data visualization, Plotly is …
What’s Really Driving the 2024 Election Narrative?
Author(s): Mukundan Sankar Originally published on Towards AI. An Inside Look at Media Sentiment and Key Issues Using Data This member-only story is on us. Upgrade to access all of Medium. Photo by visuals on Unsplash At the time of this writing, …
How to Conduct Descriptive Statistics Analysis Effectively
Author(s): Richard Warepam Originally published on Towards AI. Breaking Down Descriptive Statistics: How to Squeeze More Insights from Your Data This member-only story is on us. Upgrade to access all of Medium. Photo by Justin Morgan on Unsplash First things first. I’m …
What Can GPT-4 Do Now With Data Visualization Report Generation?
Author(s): John Loewen, PhD Originally published on Towards AI. The state of affairs with automatic data visualization reporting This member-only story is on us. Upgrade to access all of Medium. GPT-4, as a powerful language model, can analyze data, generate visualizations, and …
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