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Reo Neo

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TDS Archive

Mixture Models, Latent Variables and the Expectation Maximization Algorithm

Unsupervised learning has always been fascinating to me. It is a way to learn about data without manual labeling effort and allows for the…

Mar 19, 2023

Mixture Models, Latent Variables and the Expectation Maximization Algorithm

Mar 19, 2023

Published in

TDS Archive

A Deep Dive into Dimensionality Reduction with PCA

A mathematical deep dive into a simple yet powerful dimensionality reduction algorithm!

Jul 13, 2022

A Deep Dive into Dimensionality Reduction with PCA

Jul 13, 2022

Published in

TDS Archive

An Introduction to Bayesian Inference

Introducing Markov Chain Monte Carlo and Variational inference with code and math snippets

May 30, 2022

An Introduction to Bayesian Inference

May 30, 2022

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TDS Archive

Designing a Chemical Reactor with Data Science

What happens when a data scientist tries to work on a chemical engineering project?

Apr 5, 2022

Designing a Chemical Reactor with Data Science

Apr 5, 2022

Published in

TDS Archive

An Introductory Primer to Bayesian Statistics

A mathematical introduction to the world of Bayesian Statistics

Jan 14, 2022

An Introductory Primer to Bayesian Statistics

Jan 14, 2022

Published in

TDS Archive

Leveling up your Machine Learning Projects

A practical guide on how to structure machine learning projects

Dec 29, 2021

Leveling up your Machine Learning Projects

Dec 29, 2021

Published in

TDS Archive

5 Essential Concepts for new Data Scientists

Data science can be extremely intimidating especially when just starting out. While it can be easy to use plug-and-play code snippets…

Dec 14, 2021

5 Essential Concepts for new Data Scientists

Dec 14, 2021

Published in

TDS Archive

Understanding Regularisation

At the start of this year, I had a very limited understanding of regularization. To me, it was simply a tool to use when overfitting. If…

Sep 18, 2021

Understanding Regularisation

Sep 18, 2021

Published in

TDS Archive

Building a VAE Playground with Streamlit

With Streamlit creating a deploying a web app can be very easy!

Jul 2, 2021

Building a VAE Playground with Streamlit

Jul 2, 2021

Published in

Geek Culture

My Data Science Internship: The Start-up experience

Two weeks ago, I ended a 6 months internship at AiPalette. I have learnt so much from working there and have walked away a much better data…

Jun 21, 2021

My Data Science Internship: The Start-up experience

Jun 21, 2021

Reo Neo

Reo Neo

Full Stack Data Scientist | Natural Language Processing | Connect on LinkedIn: https://www.linkedin.com/in/reo-neo/

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