Ping Yang
Sr Research Data Scientist at Roku
Based in San Francisco, United States
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Seniority
Staff
Department
Science
Location
San Francisco
Industry
Software Development
Company size
4.2K
Contact information
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p•••••••@weareroku.com
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Background
About Ping Yang
I have seven years of working experience in data science and am very passionate about machine learning, deep learning, statistical modeling, and data mining. I am eager to use these skills and knowledge to solve real-world problems, tell stories, and deliver outputs to productions. My knowledge and skill sets include but not limited to: Programming and Database: Python, Spark, SAS, R, Matlab, SQL(PostgreSQL, MySQL), Hive, AWS, Azure. Machine Learning Algorithms: Supervised: Regression, Random Forest, Xgboost, Lightgbm, GatBoost, SVM, Bayesian, KNN, etc. Unsupervised: Anomaly detection, K-means, Isolation Forest, PCA, DBSCAN. Others: Semi-supervised learning, Time Series, Forecasting, Recommendation System, A/B test, Multiple Classification, ANOVA table. Deep Learning: Auto-Encoder, CNN, RNN, LSTM, GAN, BERT, Recommendation System.
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