Jieying Yan's repositories
affiliate-network-fraud-detection
Detect fake registration of publisher: EDA, Feature Engineering, Modeling with LightGBM
c4-architecture
Documentation of software architecture with C4 method.
mnist-deep-learning-with-tensorflow
Training DNN with MNIST. Exercises of hands-on machine learning with Scikit-Learn and TensorFlow
sentiment_analysis
Detect sentiment from twitters using Amazon Comprehend
template-project
A simple template for GitHub project.
complete-javascript-course
Starter files, final projects and FAQ for my Complete JavaScript course
deepAI
Detection of Accounting Anomalies using Deep Autoencoder Neural Networks - A lab we prepared for NVIDIA's GPU Technology Conference 2018 that will walk you through the detection of accounting anomalies using deep autoencoder neural networks. The majority of the lab content is based on Jupyter Notebook, Python and PyTorch.
enron-fraud-detection
Udacity data analyst nanodegree assignment: train machine learning model to predict fraud using enron dataset.
home-credit-default-risk-prediction
Can you predict how capable each applicant is of repaying a loan? Kaggle competition: https://www.kaggle.com/c/home-credit-default-risk#description
predict-future-sales
This challenge serves as final project for the "How to win a data science competition" Coursera course.
recipe_planner
Build an AI chatbot RecipePlanner with Dialogflow to understand sentences and make recipe suggestion.
red-wine-quality-data-exploration-with-R
Exploratory data analysis of red wine quality with R as one of the projects from audacity data analyst nano degree
structurizr-python
A Python 3 port of Simon Brown's Structurizr diagrams-as-code architecture description tool.
titanic-survival-data-exploration
Udacity data analyst nanodegree assignment with titanic dataset