Exploration of Joint PMFs: Their Applications in Data Science (Part 1)
Author(s): Ghadah AlHabib Originally published on Towards AI. (Image generated by ChatGPT) Introduction to Joint PMFs When dealing with discrete random variables, the joint probability mass function (PMF) is a fundamental concept in probability theory and statistics. Understanding it is crucial 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 …
7 Pandas Hacks That Every AI Expert Should Know
Author(s): Gencay I. Originally published on Towards AI. Unlock AI & Data Science Mastery with Top Pandas HacksCreated with Abidin Dino AI, to reach it, consider being Paid subscriber to LearnAIWithMe, here “In the age of artificial intelligence, being smart will mean …
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 …
Best Free AI SQL Large Model of 2024
Author(s): Meng Li Originally published on Towards AI. Best AI SQL Query Tools Want to quickly get answers from your database? The Vanna framework makes this simple. It’s an open-source tool that helps you generate SQL to let the data speak for …
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, …
The Six Golden Rules of AI for Analysts.
Author(s): Kendrick Originally published on Towards AI. That Nobody Has Told You About.Photo by Kenny Eliason via Unsplash A senior analyst once emailed me “The Ten Golden Rules of Analysis.” As the name suggests, it was a set of norms and best …
How to Ensure AI Models Reflect the Richness of Human Diversity
Author(s): John Loewen, PhD Originally published on Towards AI. Insights from bridging data science and cultural understandingDall-E image:impressionist painting interpretation of a herring boat on the open ocean At my core I am a numbers guy, a computer scientist by trade, fascinated …
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 …
A Data Analysis Project — Adidas Sales Report.
Author(s): Kamireddy Mahendra Originally published on Towards AI. Data-driven insights are the new currency of business. — Martha Stewart. Image designed by author Kamireddy Mahendra. As a data analyst, we should present the insights from the given data to stakeholders who will …
Custom GPT Creation For Data Visualization: A Step-by-Step Guide
Author(s): John Loewen, PhD Originally published on Towards AI. Using GPT Builder to simplify and accelerate data visual creationDall-E image: Impressionist painting of GPT-4 as a cube robot assisting my workflow. To simplify and accelerate real-time data visualizations with GPT-4, you can …
Visualizing World Peace with ChatGPT-4
Author(s): Dennis Niggl Originally published on Towards AI. How to rapidly generate beautiful maps and charts from global peace data.Planet earth image created by Dall-E. One of the major challenges in data science is to analyze vast amounts of raw data and …
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 …
Popular posts
Updates
Recent Posts
