Published inTowards 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…Mar 19, 20232Mar 19, 20232
Published inTowards Data ScienceA Deep Dive into Dimensionality Reduction with PCAA mathematical deep dive into a simple yet powerful dimensionality reduction algorithm!Jul 13, 2022Jul 13, 2022
Published inTowards Data ScienceAn Introduction to Bayesian InferenceIntroducing Markov Chain Monte Carlo and Variational inference with code and math snippetsMay 30, 2022May 30, 2022
Published inTowards Data ScienceDesigning a Chemical Reactor with Data ScienceWhat happens when a data scientist tries to work on a chemical engineering project?Apr 5, 2022Apr 5, 2022
Published inTowards Data ScienceAn Introductory Primer to Bayesian StatisticsA mathematical introduction to the world of Bayesian StatisticsJan 14, 20221Jan 14, 20221
Published inTowards Data ScienceLeveling up your Machine Learning ProjectsA practical guide on how to structure machine learning projectsDec 29, 20211Dec 29, 20211
Published inTowards 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…Dec 14, 2021Dec 14, 2021
Published inTowards 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…Sep 18, 2021Sep 18, 2021
Published inTowards Data ScienceBuilding a VAE Playground with StreamlitWith Streamlit creating a deploying a web app can be very easy!Jul 2, 2021Jul 2, 2021
Published inGeek 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…Jun 21, 20211Jun 21, 20211
