Hao Cai's repositories
GPT2-News-Classifier
A Streamlit app running GPT-2 language model for text classification, built with Pytorch, Transformers and AWS SageMaker.
MovieRecommender
A movie recommendation system built using Scala, Spark and Hadoop
PScore-online
ML-powered bioinformatics tool that predicts protein phase separation from sequence
Venturescope
Venturescope: NLP-powered web app that predicts starup's survival from tweets
Big-Data-Analysis-with-Scala-and-Spark
My homework repository for Coursera's "Big Data Analysis with Scala and Spark" taught by EPFL.
Deep-Learning-Specialization
Course notes, quizzes, and programming assignments for DeepLearning.AI's "Deep Learning Specialization"
haocai1992.github.io
A blog about big data & machine learning
ML-algorithms-from-scratch
Implementation of popular ML algorithms from scratch
MLOps-Specialization
Course notes, quizzes, and programming assignments for DeepLearning.AI's "Machine Learning Engineering for Production (MLOps) Specialization"