Roy LeeHow to deploy your machine learning web application using Heroku(Vue.js and Python POC)In this tutorial, we deploy a web application for users to interact with our machine learning model. This tutorial assumes you already…5 min read·Nov 27, 2020----
Roy LeeHow to build a VueJS frontend for your machine learning prediction input and outputIn this tutorial, we build a Vue application for users to interact with our machine learning model. This tutorial assumes you already have…10 min read·Nov 5, 2020--1--1
Roy LeeHow to host your machine learning model as a REST API endpoint on Python FlaskIn this tutorial, we use the best model for predicting HDB resale prices and expose it as an endpoint on Flask. We would have the training…8 min read·Oct 30, 2020----
Roy LeeHow to predict HDB resale prices using 3 different Machine learning models (Linear Regression…In this tutorial, we aim to find the best model for predicting HDB resale prices using three different machine learning models. For the…8 min read·Oct 22, 2020----
Roy LeeHow to use deep learning to make predictions on Tabular data with Tensorflow KerasIt has been light years since I last wrote a post. My role at my job has changed and I no longer do engineering work, but I take every…9 min read·Oct 5, 2020----
Roy LeeHow to send a notification using your Telegram ChatbotI haven’t been posting regularly because I’m transitioning into the working adult life 😉 . However, I wanted to do this post as a…3 min read·Aug 13, 2017----
Roy LeeHow to build a Chatbot with Telegram and Dialogflow (previously API.ai)The title pretty much tells you every thing I’m going to cover here. Therefore to make things easier,5 min read·Apr 3, 2017----
Roy LeeSplunk Enterprise and Machine Data — How to Build your own instance to add and crunch dataPretext5 min read·Jul 29, 2016----
Roy LeeBuffer Overflow attack on PCMan FTP Server 2.07(For a more basic Buffer Overflow example, go to my previous example by clicking here, to read sample exploit code please go to my github…12 min read·Jan 15, 2016----