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Kian Yang Lee's Projects

advanced-data-science-with-ibm icon advanced-data-science-with-ibm

As a coursera certified specialization completer you will have a proven deep understanding on massive parallel data processing, data exploration and visualization, and advanced machine learning & deep learning. You'll understand the mathematical foundations behind all machine learning & deep learning algorithms. You can apply knowledge in practical use cases, justify architectural decisions, understand the characteristics of different algorithms, frameworks & technologies & how they impact model performance & scalability.

airflow icon airflow

Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

airflow-tutorial icon airflow-tutorial

Contains tutorial on getting started in using Apache Airflow to automate pipelines.

angular icon angular

The modern web developer’s platform

angular-tour-of-heroes icon angular-tour-of-heroes

Single Page Application developed following tutorial by Angular at https://angular.io/tutorial/tour-of-heroes

anomalydetection icon anomalydetection

In this assignment I have to build a reconstruction loss based anomaly detection model using tf.keras. I have to train an autoencoder to reconstruct Homer Simpson images, then use the trained model to classify Simpson and Flower images.

binance-tutorials icon binance-tutorials

Real-Time Candlestick Charts and Crypto Trading Bot using Binance API and Websockets

browser-compat-data icon browser-compat-data

This repository contains compatibility data for Web technologies as displayed on MDN

docker-react icon docker-react

Project following the tutelage of Stepheng Rider series of videos on Docker and Kubernetes.

fullstack-open-2021 icon fullstack-open-2021

Contains exercises for Full Stack Web Development 2021 course (https://fullstackopen.com/en/)

goblog icon goblog

House materials for blog on go.

gopl.io icon gopl.io

Example programs from "The Go Programming Language"

kianyang-lee icon kianyang-lee

A ✨special ✨ repository that you can use to add a README.md to your GitHub profile. Make sure it’s public and initialize it with a README to get started.

kit icon kit

web development, streamlined

m220p-mflix icon m220p-mflix

Contains code for Mflix application MongoDB University course M220P (Python).

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