Godswill Ezeoke (@WillDera)

Regularization: A brief overview.

So, you've finally wrapped your head around the basics of data gathering, preprocessing, model building, and evaluation. Then you notice your model is overfitting.😐 So, What's going on? 🤔 Overfitting occurs when your model captures noise in your t...

Jan 15, 2021 · 5 min readwilldera.hashnode.dev

Irreducible Error: A quick guide.

In Machine learning, it’s important to understand prediction errors. Previously, we looked at the bias-variance tradeoff, now we'd be looking at "Irreducible Error". - Photo by Pixabay from Pexels What is Irreducible Error? 🤷‍♂️ Take an instance, w...

Dec 10, 2020 · 3 min readwilldera.hashnode.dev

Godswill Ezeoke

About

Available for

Godswill Ezeoke's blogs

Regularization: A brief overview.

Irreducible Error: A quick guide.

Bias-Variance Trade-Off: A friendly guide

The Anxieties of A Budding Data scientist

Folium - The answer to Geospatial Visualization (part 2)

Godswill Ezeoke

About

Available for

Godswill Ezeoke's blogs

Regularization: A brief overview.

Irreducible Error: A quick guide.

Bias-Variance Trade-Off: A friendly guide

The Anxieties of A Budding Data scientist

Folium - The answer to Geospatial Visualization (part 2)

Godswill Ezeoke

About

Available for

Godswill Ezeoke's blogs

Regularization: A brief overview.

Irreducible Error: A quick guide.

Bias-Variance Trade-Off: A friendly guide

The Anxieties of A Budding Data scientist

Folium - The answer to Geospatial Visualization (part 2)

Search Hashnode

Godswill Ezeoke

About

Available for

Godswill Ezeoke's blogs

Regularization: A brief overview.

Irreducible Error: A quick guide.

Bias-Variance Trade-Off: A friendly guide

The Anxieties of A Budding Data scientist

Folium - The answer to Geospatial Visualization (part 2)