Here are my data science posts and projects at Metis/Chicago

• Metis is an accredited 12-week immersive Data Science boot camp with a focus on python, machine learning, statistics, communication, and design
• Developed 5 projects by applying machine learning and data science knowledge
• Presented results to the peer and documented code in GitHub repository (https://tangming2008.github.io/)

Skills

• Python: Pandas, Scikit-learn, StatsModels, Numpy, Scipy, BeautifulSoup/Selenium
• Machine learning: Regression, Classification, Clustering, PCA, NLP
• Neural Network: Keras/TensorFlow, PyTorch
• Database: SQL, AWS, Hapood

Project posts

• Exploring MTA Turnstile Data: Data Exploration, Pandas, Matplotlib
• Predicting Points in Soccer League by Regression: Webscraping, linear regression
• Predicting Top 4 Teams in Soccer League by Classification: Classification
• Applying Deep Learning to Detect Blurry Images: CNN, Image Classification
• Predicting the covid test result: Classification (unbalanced dataset), Web application