TDS Archive

DIY AI: How to Build a Linear Regression Model from Scratch

How to implement a linear regression model…

Are Public Agencies Letting Open-Source Software Down?

Open-source software is everywhere, yet public…

How to Get A Job in Data Science/Machine Learning With No Previous Experience

Take charge of your job…

Show and Tell

Implementing one of the earliest neural image caption generator models with PyTorch.

How to Get Promoted as a Data Scientist

Advice from a Lead Data Scientist with 2 promotions in under…

How to Find Seasonality Patterns in Time Series

Using Fourier Transforms to detect seasonal components

😲 Quantifying Surprise — A Data Scientist’s Intro To Information Theory — Part 1/4: Foundations

🤷 Quantifying Uncertainty — A Data Scientist’s Intro To Information Theory — Part 2/4: Entropy

Gain intuition into Entropy and master its applications in Machine Learning and Data Analysis. Python code…

Deep Dive into WebSockets and Their Role in Client-Server Communication

How WebSockets work, its…