Data Science. Data Engineering. Bioinformatics. Machine Learning. Software Engineering.

Posts by Year

2023 1
2022 21

2023

word2vec

2 minute read

Generate word vector representations

2022

Metropolis Hastings

1 minute read

Generate samples from a target distribution

The Gospel according to Matthew

3 minute read

A brief commentary of The Gospel according to Matthew

Rejection Sampling

1 minute read

Sample from a complex distribution using a proxy distribution

Importance Sampling

1 minute read

Approximation method by proposing a new distribution

Philemon

1 minute read

A brief commentary of Philemon

Titus

2 minute read

A brief commentary of Titus

Naive Bayes

1 minute read

Bayesian supervised classification algorithm

Support Vector Machines

3 minute read

Effective classification method

Jude

less than 1 minute read

A brief commentary of Jude

The Gospel according to John

4 minute read

A brief commentary of The Gospel according to John

Logistic Regression

2 minute read

Model binary outcomes

Tree Extensions

1 minute read

Extensions of decision trees

Galatians

2 minute read

A brief commentary of Galatians

Decision Trees

3 minute read

Interpretable regression or classification method

The Acts of the Apostles

4 minute read

A brief commentary of The Acts of the Apostles

Bias variance tradeoff

2 minute read

Governing principle in machine learning

Colossians

2 minute read

A brief commentary of Colossians

2 Timothy

1 minute read

A brief commentary of 2 Timothy

1 Timothy

3 minute read

A brief commentary of 1 Timothy

2 Peter

2 minute read

A brief commentary of 2 Peter

1 Peter

4 minute read

A brief commentary of 1 Peter