jieyinybl
Real-time Data Architect and MLOps Expert, shaping cutting-edge analytics platforms and optimizing ETL pipelines for seamless data processing workflows.
Hypatos GmbHBerlin
Pinned Repositories
affiliate-network-fraud-detection
Detect fake registration of publisher: EDA, Feature Engineering, Modeling with LightGBM
baseball-player-performance-data-visualization-with-D3js
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
template-project
A simple template for GitHub project.
mara-pipelines
A lightweight opinionated ETL framework, halfway between plain scripts and Apache Airflow
jieyinybl's Repositories
jieyinybl/affiliate-network-fraud-detection
Detect fake registration of publisher: EDA, Feature Engineering, Modeling with LightGBM
jieyinybl/c4-architecture
Documentation of software architecture with C4 method.
jieyinybl/mnist-deep-learning-with-tensorflow
Training DNN with MNIST. Exercises of hands-on machine learning with Scikit-Learn and TensorFlow
jieyinybl/baseball-player-performance-data-visualization-with-D3js
jieyinybl/sentiment_analysis
Detect sentiment from twitters using Amazon Comprehend
jieyinybl/template-project
A simple template for GitHub project.
jieyinybl/biodiversity_analysis
jieyinybl/complete-javascript-course
Starter files, final projects and FAQ for my Complete JavaScript course
jieyinybl/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.
jieyinybl/enron-fraud-detection
Udacity data analyst nanodegree assignment: train machine learning model to predict fraud using enron dataset.
jieyinybl/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
jieyinybl/natural-language-processing
jieyinybl/predict-future-sales
This challenge serves as final project for the "How to win a data science competition" Coursera course.
jieyinybl/recipe_planner
Build an AI chatbot RecipePlanner with Dialogflow to understand sentences and make recipe suggestion.
jieyinybl/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
jieyinybl/structurizr-python
A Python 3 port of Simon Brown's Structurizr diagrams-as-code architecture description tool.
jieyinybl/titanic-survival-data-exploration
Udacity data analyst nanodegree assignment with titanic dataset