yzzhang / Machine Learning
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Selected List of Publications on Data Science
Web site for details.
Also see my1. Deep Learning
1.1 Deep Clustering for Financial Market Segmentation
See publication: A unsupervised deep learning approach for credit card customer clustering, Towards Data Science, Nov 23, 2019
1.2 Deep Multi-Input Models Transfer Learning for Image and Word Tag Recognition
See publication: A multi-models deep learning approach for image and text understanding, Towards Data Science, Nov 20, 2019
1.3 Deep Learning for Natural Language Processing Using word2vec-keras
See publication: A deep learning approach for NLP by combining Word2Vec with Keras LSTM, Towards Data Science, Nov 3, 2019
1.4 Deep Learning in Winonsin Breast Cancer Diagnosis
See publication: A deep learning approach for healthcare, Towards Data Science, Oct 30, 2019
2. Machine Learning
2.1 Automatic Machine Learning in Fraud Detection Using H2O AutoML
See publication: Machine Learning Automation in Finance, Towards Data Science, Nov 13, 2019
2.2 Object-Oriented Machine Learning Pipeline with mlflow for Pandas and Koalas DataFrames
2.3 Python Data Preprocessing Using Pandas DataFrame, Spark DataFrame, and Koalas DataFrame
See publication: Preparing data for machine learning in Python, Towards Data Science, Oct 14, 2019
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