Minh Vu's repositories
Algorithms-and-Data-Structures
Solutions for the course Algorithms for Programming Contests in C++. Typically focused on efficient Algorithms and Data Structures. All problems have been successfully evaluated on TUMJudge.
Asymptotic-Behaviour-of-Pareto-80-20
Visualization on the slowness of the Law of Large Number, the unreliability of Sample Mean, and the unpredictability of Large Deviations when Tail Bound no longer holds
Azure-Photo-Categorization
This is a web application for image categorization using Azure Cognitive Services. The app is built with Next.js and TypeScript, and it allows users to upload an image and receive its category labels predicted by the Azure Computer Vision API.
BMW-Bot-Assistant
A personal assistant with the capabilities of fetching news, weather, maps, Instagram photos, analyze photo and music, and making calendar notes. Utilizing Google Maps, OpenWeatherMap, Google Calendar, Instagram, NewsAPI, Microsoft Cognitive Services for the purposes.
BMW-QnA-Bot
An automated QnA bot with the capabilities of purchase assistances, product recommendations and general question knowledge based on Azure LUIS & QnaMaker
Customer-Satisfaction-Prediction
Imbalanced-class binary classification for Santander Customer Satisfaction Prediction based on 200 variables with Keras. AUC score of 0.8 https://www.kaggle.com/c/santander-customer-transaction-prediction/
Database-Solutions-for-Azure-Internet-of-Things
Paper and Presentation: Comparison of Database Solutions for Hot and Cold paths of Azure IoT Data streamlines, e.g. Azure Cosmos, Data Lake, Lake Blob, Time Series Insights,...
Mental-Health-Web-App
Digital Platform for Mental Health Issues, in which Patients can self-diagnose, and Psychiatrists can analyze the results. (My Grade-A Thesis from Top-20 Uni is available)
Mini-BMW-Store-Web-App
A Mini BMW Store Full-Stack Web Application that allows the users view and purchase the models. Front-end is built on VueJS, Back-end is built on NodeJS.
BotBuilder-Samples
Welcome to the Bot Framework samples repository. Here you will find task-focused samples in C#, JavaScript and TypeScript to help you get started with the Bot Framework SDK!
Cloud-Cost-Management
Cloud Cost Manager is a web application built with React that helps manage cloud cost with AWS, Azure, and GCP.
Credit-Card-Fraud-Detection
Imbalanced-Class Binary Classification to predict credit card frauds.
Dog-Breed-Recognition-from-Photos
Computer Vision Project with Keras that recognizes Dog Breeds
Expedia-Hotel-Recommender-Modelling
Designing a Recommender System from Customer Data to predict the likelihood where the customers will stay.
Rossmann-Store-Sales-Forecast
Forecasting Rossmann Store Sales based on many factors, including promotions, competition, school and state holidays, seasonality, and locality.
Spam-Email-Classification
Natural Language Processing Project with Scikit-Learn that classify spam E-Mails
Taxi-Fare-Prediction
Supervised Learning for NYC Taxi Fare Prediction with Keras based on coordinates, pick-up time and the number of passengers. RMSE score of 3.67 (Linear model reaches 5.7 in comparison) www.kaggle.com/c/new-york-city-taxi-fare-prediction
Taxi-Trip-Duration-Estimation
Supervised Learning for NYC Taxi Trip Duration with Keras based on coordinates, pick-up time and the number of passengers. RMSLE score of 0.45 (Top 55% of the leaderboard) https://www.kaggle.com/c/nyc-taxi-trip-duration