ML basics - Linear Models for Regression
์ ํ ๊ธฐ์ ํจ์ ๋ชจ๋ธ ๊ฐ์ฅ ๋จ์ํ ํํ์ ์ ํ๋ชจ๋ธ
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Live Session 0622
Underprediction \(t_{i}\): target label(i-th sample) \(y_{i}\): modelโs prediction
Assignment - KNN
This assignment basically comes from cs231n. https://cs231n.github.io/assignments2021/assignment1/#q1-k-nearest-neighbor-classifier
ML basics - Probability Distributions 2
๊ฐ์ฐ์์ ๋ถํฌ (Gaussian Distribution)
Create back-to-top button in minimal-mistakes-theme
Reference https://masunii.github.io/blog_custom/top_button/
ML basics - Probability Distributions 1
๋ฐ๋์ถ์ (Density Estimation) \(N\)๊ฐ์ ๊ด์ฐฐ๋ฐ์ดํฐ(observations) \(\mathbf{x}_1,\ldots\mathbf{x}_N\)๊ฐ ์ฃผ์ด์ก์ ๋ ๋ถํฌํจ์ \(p(\mathbf{x})\)๋ฅผ ์ฐพ๋ ๊ฒ
Live Session 06/15
Live Session with ๊ฐ์ฐฝ์ฑ ๋ฐ์ฌ๋
ML basics - L2 regularization & Decision Region of MultiClassClassifier (python)
Appendix Reference https://vivek-singh.medium.com/an-introduction-to-gradient-descent-54775b55ba4f https://jermwatt.github.io/machine_learning_refined/not...
ML basics - Linear Algebra
์ ์ ํ๋์๋ฅผ ์์์ผ ํ๋๊ฐ?
Ankle Supports
ํ์ด์๋: ๋ฐ์ฐ์ดํ์ธํธ: ๋ง๋ ์คํธ๋ ์ธ(ํ์์), ๋ง๋ ์ค์คํฌ์ธ (์ด๋์) ๊ฒ๋ดํธ๋ ์ธ
ML basics - Decision Theory & Linear Regression
Deep Learning Modelโs Outcome is the Probability of the Variable X
ML basics - MSE & MAE
Dataset ย Restaurant Location Cuisines AverageCost MinimumOrder Rating Votes Reviews De...
Pandas DL Code Snippet
Code Snippet
Interview Considerations
Things to consider as an Interviewee
ML basics - Probability Part 2
Deep Learning Modelโs Outcome is the Probability of the Variable X
Minimal Mistakes Utility - Image Size Modification
Minimal-Mistakes Style Sheet Structure Got a hint from: https://github.com/mmistakes/minimal-mistakes/issues/1583 {: .align-right .wid...
ML basics - Probability Part 1
Deep Learning Modelโs Outcome is the Probability of the Variable X
Django Chart Visualization
1. Add chart.js and jquery (layouts.html) This is currently located at head, but later Iโve to move those scripts down to the end of the body tag. <!-- ...
Django Deploy - pythonanywhere
Deploy Django Wep app - Pyhonanywhere
Django HTML Extension with Issue & Solution
Django VScode Extension While I work with django-html files, everytime I had to type curly brackets and percentage sign. I found most popular django html ext...