Jae's Blog

Jae H. Choi

I have been crucified with Christ. It is no longer I who live, but Christ who lives in me. And the life I now live in the flesh I live by faith in the Son of God, who loved me and gave himself for me. [Galatians 2:20]

Interview Preparation1

3 minute read

Interview / Algorithms

Deep Learning Applications in Computer Vision

6 minute read

Deep Learning / Computer Vision /

Deep Learning Performance Improvement 4 - Back-propagation

15 minute read

Back-propagation / Forward-propagation / Machine Learning Performance Improvement

Deep Learning Performance Improvement 3 - Regularization

25 minute read

Penalizing Regularization (L1 and L2) / Dropout / Machine Learning Performance Improvement

Deep Learning Performance Improvement 2 - Optimizer

28 minute read

Optimizer / Gradient Descent / Stochastic Gradient Descent / Momentum / Adam / Machine Learning Performance Improvement

Deep Learning Performance Improvement 1 - Parameter Initialization

26 minute read

Parameter Initialization / Weight Initialization / Machine Learning Performance Improvement

Database System and SQL

8 minute read

SQL / Personal Relational Database Query Project

Data Matching (Recordlinkage and Fuzzymatcher)

17 minute read

Record Liking and Fuzzy Matching

Data Crawling with Scrapy

1 minute read

Scrapy / Web / Data Crawling

Data Crawling with Twitter API

16 minute read

API / Web / Data Crawling / Twitter / Sentiment Analysis / NLP

Into. to APIs and Web

4 minute read

API / Web / HTTP / Client / Server / TCP / DNS

Regression3 (Regression Applications)

6 minute read

Regression analysis3

Regression2 (Overfitting and Regularization)

10 minute read

Regression analysis2

Regression1

9 minute read

Regression analysis1

Machine Learning Basic_1

5 minute read

ML Pipeline / Key Terminology / Applications

Jae H. Choi

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