Reo NeoinTowards Data ScienceMixture Models, Latent Variables and the Expectation Maximization AlgorithmUnsupervised learning has always been fascinating to me. It is a way to learn about data without manual labeling effort and allows for the…·8 min read·Mar 19, 2023--2--2

Reo NeoinTowards Data ScienceA Deep Dive into Dimensionality Reduction with PCAA mathematical deep dive into a simple yet powerful dimensionality reduction algorithm!·7 min read·Jul 13, 2022----

Reo NeoinTowards Data ScienceAn Introduction to Bayesian InferenceIntroducing Markov Chain Monte Carlo and Variational inference with code and math snippets·8 min read·May 30, 2022----

Reo NeoinTowards Data ScienceDesigning a Chemical Reactor with Data ScienceWhat happens when a data scientist tries to work on a chemical engineering project?·7 min read·Apr 5, 2022----

Reo NeoinTowards Data ScienceAn Introductory Primer to Bayesian StatisticsA mathematical introduction to the world of Bayesian Statistics·8 min read·Jan 14, 2022--1--1

Reo NeoinTowards Data ScienceLeveling up your Machine Learning ProjectsA practical guide on how to structure machine learning projects·8 min read·Dec 29, 2021--1--1

Reo NeoinTowards Data Science5 Essential Concepts for new Data ScientistsData science can be extremely intimidating especially when just starting out. While it can be easy to use plug-and-play code snippets…·9 min read·Dec 14, 2021----

Reo NeoinTowards Data ScienceUnderstanding RegularisationAt 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…·9 min read·Sep 18, 2021----

Reo NeoinTowards Data ScienceBuilding a VAE Playground with StreamlitWith Streamlit creating a deploying a web app can be very easy!·8 min read·Jul 2, 2021----

Reo NeoinGeek CultureMy Data Science Internship: The Start-up experienceTwo 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…·8 min read·Jun 21, 2021--1--1