Posts (15)
Latent Dirichlet Allocation (LDA)
Last Update:
Math, Data Science, Machine Learning, Text Mining, Unsupervised Learning, Latent Dirichlet Allocation (LDA)
Performing natural language processing through hierarchies, introducing latent Dirichlet allocation (LDA).
Classification and Regression Tree (CART)
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Math, Data Science, Machine Learning, Supervised Learning
A tree-based method of building decision trees for predicting categorical variables and can also be used for non-linear prediction
Logistic Regression
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Math, Data Science, Supervised Learning
A generalized linear model for predicting categorical variables
Simple Linear Regression
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Math, Data Science, Machine Learning, Supervised Learning
Introducing single variable linear regression.
Solve sum of k-th powers problem
Math, Number Theory, Algorithm, Portfolio, Python
Solve sum of k-th powers problem.