Data Science

My Data Science Journey

Comparison Between PCA and SVD

Unsupervised Learning Method (3)

Posted by Fan Gong on Oct 25, 2020

LSTM Input and Output

LSTM Note (1)

Posted by Fan Gong on Mar 21, 2020

Confusion Matrix Deep Dive

Binary Classification Evaluation

Posted by Fan Gong on Jan 25, 2020

Attention Model

LSTM Note (1)

Posted by Fan Gong on Dec 17, 2019

Linear Regression Review

Regression Model (1)

Posted by Fan Gong on Dec 12, 2019

XGBoost (2)

Ensemble Model (4)

Posted by Fan Gong on Oct 24, 2019

XGBoost (1)

Ensemble Model (4)

Posted by Fan Gong on Oct 21, 2019

MCMC Application with Bayesian Inference

MCMC Review (4)

Posted by Fan Gong on May 6, 2019

Gibbs Sampling

MCMC Review (3)

Posted by Fan Gong on May 5, 2019

Metropolis-Hastings Sampling

MCMC Review (2)

Posted by Fan Gong on Apr 28, 2019

Monte Carlo Method and Markov Chain

MCMC Review (1)

Posted by Fan Gong on Apr 25, 2019

Recurrent Neural Networks (Including LSTM and GRU)

Neural Network Learning notes (5)

Posted by Fan Gong on Apr 21, 2019

Object Detection

CNN Application (3)

Posted by Fan Gong on Apr 11, 2019

Face Verification and Recognition

CNN Application (2)

Posted by Fan Gong on Apr 7, 2019

Neural Style Transfer

CNN Application (1)

Posted by Fan Gong on Apr 5, 2019

Convolution Neural Network

Neural Network Learning notes (4)

Posted by Fan Gong on Apr 2, 2019

How to Improve Neural Networks (2)

Neural Network Learning notes (3)

Posted by Fan Gong on Mar 24, 2019

How to Improve Neural Networks (1)

Neural Network Learning notes (2)

Posted by Fan Gong on Mar 21, 2019

Basic Neural Network Structure

Neural Network Learning notes (1)

Posted by Fan Gong on Mar 13, 2019

Loss Function in ML

Machine Learing Topics (1)

Posted by Fan Gong on Mar 08, 2019

Virtual Environment in Python

Python Usage Tips (1)

Posted by Fan Gong on Sep 26, 2018

Git Learning Notes

Version Control System

Posted by Fan Gong on Sep 23, 2018

Support Vector Machine (2)

Classification Model (4)

Posted by Fan Gong on July 3, 2018

Support Vector Machine (1)

Classification Model (4)

Posted by Fan Gong on June 30, 2018

Recommendation Engine

How does Amazon recommend items?

Posted by Fan Gong on March 29, 2018

Spark Learning Notes (3) - Spark MLlib

Play With Big Data

Posted by Fan Gong on March 16, 2018

EM Algorithm

Unsupervised Learning Method (2)

Posted by Fan Gong on February 24, 2018

Spark Learning Notes (2) - Spark SQL

Play With Big Data

Posted by Fan Gong on February 23, 2018

Gradient Boosting Machine

Ensemble Method (3)

Posted by Fan Gong on February 20, 2018

Principal Component Analysis

Unsupervised Learning Method (1)

Posted by Fan Gong on February 13, 2018

AdaBoost

Ensemble Model (2)

Posted by Fan Gong on February 8, 2018

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