Post Jupyter Notebooks to WordPress using plugin Documents from Git

< 1 min. read Jupyter Notebooks are a great way to communicate your findings or demonstrating certain concepts or applications in the Data Science and Machine Learning world. While you can easily convert notebooks to static pages using nbconvert, there are challenges integrating them with existing publishing platforms like WordPress. If you are just starting out or don’t mind […]

Dim Sum Classifier – from Data to App part 2

5 min. read Picture Credits here In the previous post, we see how we can acquire data, process, clean and train an Image Classifier to identify some yummy dim sums. In this post, we shall look at completing the loop by developing the web app using starlette (a framework similar to that of flask but supports asynchronous IO), […]

Dim Sum Classifier – from Data to App part 1

7 min. read Picture Credits here In a typically machine learning lifecycle, we will need to acquire data, process data, train and validate/test models and finally deploy the trained models in applications/services. In this first part of two post, inspired by 2019 lesson 2, we shall build a Dim Sum (a Cantonese bite-size style of cuisine with […]

Rock, paper, scissors – vision transfer learning with

7 min. read Picture Credits: Wikipedia In the previous post, we used the Rock, Paper Scissors notebook that trained a custom image classification model from scratch. While the notebook is demonstrates building custom layers, for such a task, we can also leverage on Transfer Learning using models trained on similar image classification tasks that can often reduce time […]

Running Apache Spark with sparklyr and R in Windows

3 min. read RStudio recently released the sparklyr package that allows users to connect to Apache Spark instances from R. In addition, this package offers dplyr integration, allowing you to utilize Spark as you use dplyr functions like filter and select, which is very convenient. The package will also assist you in downloading and installing Apache Spark if […]