This is a repository for the tutorial materials in machine learning (COMP4211) in HKUST.
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Updated
Oct 1, 2022 - Jupyter Notebook
This is a repository for the tutorial materials in machine learning (COMP4211) in HKUST.
Transformer-based online speech recognition system with TensorFlow 2
Machine Learning
Projects for the Introduction to Machine Learning Nanodegree at Udacity. Nanodegree link: https://www.udacity.com/course/intro-to-machine-learning-with-tensorflow-nanodegree--nd230
This is Our approch for the kaggle Competition for OSIC Pulmonary Fibrosis Progression
Video Background Eraser
Recommendation System Using three different approaches Simple Recommendation Using Content based( TF-IDF & Bag of words ), Using KNN and Collaborative Filtering (Item-Item). Explanation:https://www.youtube.com/watch?v=lapsqCrSwCo
Sentiment Analysis pipeline with SKLearn, Metaflow, AWS and GitHub CI
A simple-easy to follow tutorial on Drug Discovery with Machine Learning
📊 ML Model Validation using Data specific Cross Validation(CV) methods.
Supervised, Unsupervised, Reinforcement Learning, PCA and Dimensionality Reduction. We'll also look into Data Visualization and Sequence Modeling. This repo contains my answers for Coursera's Machine Learning in Finance course.
This project predicts Cardiovascular Disorders (CVDs) using machine learning techniques, providing early detection and management insights based on health data and risk factors like hypertension and diabetes.
Asignaturas del Grado en Ingeniería Informática de la Universidad de Granada (UGR).
Repositório com alguns algoritmos implementados
Algorithmic Bias in Machine Learning
This repository presents a gemstone classification project employing Transfer Learning with MobileNetV2, processing a dataset comprising 3200+ images spanning 87 classes. TensorFlow and Keras facilitated data preprocessing, augmentation, and model training. Through fine-tuning and leveraging pre-trained features.
Validation of the NN-based PF photon ID for forward photons in the Run3Summer23 campaign (CMS).
Credit defaulter prediction
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