Jay Wang's Projects
Lab files for AI-102 - AI Engineer
A curated list of references for MLOps
AZ-204: Developing solutions for Microsoft Azure
š A ranked list of awesome machine learning Python libraries. Updated weekly.
A systematical comparison between the two packages in detail.
Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models
Impacts of Covid-19 on world's economy, education and unemployment in 2020 data visualization analysis.
A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.
TensorFlow documentation
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
A python GUI program that easily finds the distance and average travel time between two airports.
Geocomputation with Python: an open source book and online resource for getting started in this space
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BER
This repository contains code how to build job recommendation engine using Kaggle 'Job Recommendation Challenge' dataset
Config files for my GitHub profile.
Quality control chart to test machine learning models with model drifting and memory leakage issues in a long run.
Public repo for DeepLearning.AI MLEP Specialization
Machine Learning Engineering for Production (MLOps) Specialization
Model analysis tools for TensorFlow
Lab files for Azure Machine Learning exercises
Machine Learning Pipelines for Kubeflow
A simple resume parser used for extracting information from resumes
Discover the relationship between ionospheric Total Free-Electron Content anomaly and earthquake by using deep learning algorithms.
Model Serving on PyTorch
š£ Object detection of abstract shapes with neural networks
React
Typescript
Django
Laravel
Facebook
Microsoft
Google
Alibaba
D3
Tencent