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Regression Training, Regularization and Odds
pseudoinverse, GD, regularization, logistic regression, odds
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Word Representation Methods using Deep Learning
Paper reading notes for LSA, Skip-gram, GloVe, ELMo and BERT.
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Recommendation Algorithm Basics
Study notes for recommender system, such as hacker news formula, ranking, etc.
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Metrics and Analytics of Product Building
Product evolution, retention, segmentation.
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Bayesian Statistics and Applications
Bayes formula,conjugate prior, bayesian regression.