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Type: User
Company: National University of Singapore
Location: Singapore
Type: User
Company: National University of Singapore
Location: Singapore
Have applied three classification algorithms (Logistic Regression, Decision Tree, and KNN) to predict whether a female aged above 21 has diabetes based on information such as blood pressure, BMI, age, etc. Data Enginnering and Feature Engineering were performed to evaluate the impact on modelling results.
Language C#, Framework ASP.NET, Database MS SQL. Built a game online store with functions Login/Logout, Sign up, Products Gallery, Add Products to Cart, Search Product, View Cart, Purchase History, Payment, Pagination by adopting front-end techniques html/css/javascript and back-end techniques dependency injection, session, authentication, etc.
Impelement CNN to recognize the four classes: apples, bananas, oranges and a mix of fruits. Investigate the impact of number of Conv2D Layers, Kernel Size, Dropout Rate, Batch Size and number of Epochs on Accuracy and Loss.
Python, Databases and SQL, Data Analysis, Data Visualization, Machine Learning, Applied Data Science Capstone
SA 52 Class Codes, Workshop Codes and Case Study
JAM is a system which combines functions of subscribing/unsubscribing, watching videos, listening to music, uploading posts and an online shop to provide artists with a source of income and satisfy fansβ desire of being closer with artists during covid uncertainty
Have applied K-Means Clustering algorithm to explore neighborhoods of Singapore to help potential stakeholders select optimal locations to open a Chinese restaurant. Foursquare API and Folium package were applied when exploring the planning areas of Singapore
Explore the system in terms of Use Case, Analysis model(sequence diagram, class diagram), Design Model(statechart diagram) and Data Model(ERD, data dictionary).
Implement comprehensive IT solutions to help automate the operation of the supermarket. Conduct interviews to gather User Requirement and Perform User Requirement Specifications including Personas, journey map, user stories, system use case model, functional requirement, Non-functional Requirement, system architecture, system performance requirements, security requirements, reliability requirements, etc.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
π Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. πππ
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google β€οΈ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.