Journey to Full-Stack Data Scientist: Model Deployment | by Alex Davis | Jan, 2025

Journey to Full-Stack Data Scientist: Model Deployment | by Alex Davis | Jan, 2025
First, for our example, we need to develop a model. Since this article focuses on model deployment, we will not ...
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Mastering the Basics: How Linear Regression Unlocks the Secrets of Complex Models | by Miguel Cardona Polo | Jan, 2025

Mastering the Basics: How Linear Regression Unlocks the Secrets of Complex Models | by Miguel Cardona Polo | Jan, 2025
Full explanation on Linear Regression and how it learns The Crane Stance. Public Domain image from Openverse Just like Mr. ...
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How to Tell Among Two Regression Models with Statistical Significance | by LucianoSphere (Luciano Abriata, PhD) | Jan, 2025

How to Tell Among Two Regression Models with Statistical Significance | by LucianoSphere (Luciano Abriata, PhD) | Jan, 2025
Diving into the F-test for nested models with algorithms, examples and code When analyzing data, one often needs to compare ...
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Harnessing Polars and Geopandas to Generate Millions of Transects in Seconds | by Tony Albanese | Jan, 2025

Harnessing Polars and Geopandas to Generate Millions of Transects in Seconds | by Tony Albanese | Jan, 2025
The Problem: I needed to generate a transect every 10 feet across every street in New York City, and I ...
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Demand Forecasting with Darts: A Tutorial | by Sandra E.G. | Jan, 2025

Demand Forecasting with Darts: A Tutorial | by Sandra E.G. | Jan, 2025
Have you gathered all the relevant data? Let’s assume your company has provided you with a transactional database with sales ...
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AI-Powered Information Extraction and Matchmaking | by Umair Ali Khan | Jan, 2025

AI-Powered Information Extraction and Matchmaking | by Umair Ali Khan | Jan, 2025
Developing an application for extracting key profile information from CVs and recommending jobs aligned with the profile 28 min read ...
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GDD: Generative Driven Design. Reflective generative AI software… | by Ethan Knox | Jan, 2025

GDD: Generative Driven Design. Reflective generative AI software… | by Ethan Knox | Jan, 2025
Most contemporary tools approach our automation goal by building stand-alone “coding bots.” The evolution of these bots represents an increasing ...
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Introducing n-Step Temporal-Difference Methods | by Oliver S | Dec, 2024

Introducing n-Step Temporal-Difference Methods | by Oliver S | Dec, 2024
Dissecting “Reinforcement Learning” by Richard S. Sutton with custom Python implementations, Episode V In our previous post, we wrapped up ...
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Deep Dive into Multithreading, Multiprocessing, and Asyncio | by Clara Chong | Dec, 2024

Deep Dive into Multithreading, Multiprocessing, and Asyncio | by Clara Chong | Dec, 2024
Multithreading allows a process to execute multiple threads concurrently, with threads sharing the same memory and resources (see diagrams 2 ...
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Introduction to the Finite Normal Mixtures in Regression with R | by Lukasz Gatarek | Nov, 2024

Introduction to the Finite Normal Mixtures in Regression with R | by Lukasz Gatarek | Nov, 2024
How to make linear regression flexible enough for non-linear data The linear regression is usually considered not flexible enough to ...
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