Python

Where Hurricanes Hit Hardest: A County-Level Evaluation with Python

been retained by an insurance company to assist refine home insurance premiums across the southeastern United States. Their query is easy but high stakes: ? They usually don’t just mean , they need...

Constructing a Modern Dashboard with Python and Tkinter

, before there was Streamlit, before there was Taipy, there was Tkinter. Tkinter was and is the unique Python GUI builder, and, until just a few years ago, it was one among the few...

Can LangExtract Turn Messy Clinical Notes into Structured Data?

LangExtract is a from developers at Google that makes it easy to show messy, unstructured text into clean, structured data by leveraging LLMs. Users can provide just a few few-shot examples together with...

Model Predictive Control Basics

Quick In this text we'll: 1. Introduction Model predictive control (MPC) is a preferred feedback control methodology where a finite-horizon optimal control problem (OCP) is iteratively solved with an updated measured state on each iteration. Within the...

Estimating from No Data: Deriving a Continuous Rating from Categories

has collected data on the outcomes of patients who've acquired “Pathogen A” answerable for an infectious respiratory illness. Available are 8 features of every patient and the consequence: (a) treated at home and...

Time Series Forecasting Made Easy (Part 3.2): A Deep Dive into LOESS-Based Smoothing

In Part 3.1 we began discussing how decomposes the time series data into trend, seasonality, and residual components, and because it is a smoothing-based technique, it means we want rough estimates of trend...

Confusion Matrix Made Easy: Accuracy, Precision, Recall & F1-Rating

we cope with classification algorithms in machine learning like Logistic Regression, K-Nearest Neighbors, Support Vector Classifiers, etc., we don’t use evaluation metrics like Mean Absolute Error (MAE), Mean Squared Error (MSE) or Root...

The ONLY Data Science Roadmap You Have to Get a Job

you trying to grow to be an information scientist and don’t know where to begin? In this text, I would like to give you an easy, no-nonsense learning roadmap that you could follow to...

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