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2020-2-DataAnalysis-II

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README.md

Selected Topics in Data Analysis II

2020 2학기, 자료분석특론 II

📔 Computer Age Statistical Inference : CASI - Bradley Efron, Trevor Hastie
📔 Hands-On Machine Learning with Scikit-Learn, Keras & TensorFlow. v2 - Aurelien Geron

Assignments

Date	Subject	Code
Sep 11, 2020	1. Frequentist Inference with R
Sep 18, 2020	2. Algorithms & Inference
Sep 25, 2020	3. Emperical Bayes
Oct 2, 2020	4. Generalized Linear Models & Regression Trees
Oct 16, 2020	5. The Jackknife & the Bootstrap	✔️
Oct 23, 2020	6. Linear Regression	✔️
Nov 4, 2020	7. SVM	✔️
Nov 11, 2020	8. Ensemble	✔️
Nov 18, 2020	9. Unsupervised Learning	✔️

Presentation

Date	Topic	PPT	Report	Code
Dec 9, 2020	Machine Learning : Online News Popularity	📌	📑	✔️
Dec 9, 2020	Deep Learning : Color Classification	📌	📑	✔️