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Mathematics/maximum-likelihood-estimation(mle)/

Maximum Likelihood Estimation(MLE) | Gunu's AI Log

오늘은 Maximum Likelihood Estimation(MLE)이라고 불리는 최대 우도법에 대해서 알아보도록 하겠습니다. MLE는 확률을 기반한 추정 문제를 해결할 때 사용되는 추정 방법입니다. 목차부터 살펴보도록 하겠습니다🙂 Category Definition of Maximum Likelihood Estimation(MLE) Likelihood Function and Log Likelihood Function Maximum Likelihood Estimation(MLE) MLE…

https://gunu9441.github.io/Mathematics/maximum-likelihood-estimation(mle)/

Mathematics/matrix-multiplication/

Matrix Multiplication based on Geometry | Gunu's AI Log

이번시간에는 머신 러닝 분야에서 많이 접할 수 있는 Matrix Multiplication에 대해 알아보도록 하겠습니다😎 Matrix Multiplication은 행렬곱이라 부르며 방정식을 풀 때 많이 사용합니다. 이 행렬곱을 벡터의 내적으로 보았을 때 어떻게 해석할 수 있는지 알아보도록 하겠습니다! 아래는 이번시간에 알아볼 Matrix Multiplication의 Category입니다. Cate

https://gunu9441.github.io/Mathematics/matrix-multiplication/

AI/gan/

GAN | Gunu's AI Log

이번 시간에는 GAN에 대해서 알아보도록 하겠습니다. GAN은 Generative Adversarial Networks를 의미하며 이것을 적대적 생성 신경망이라고 부릅니다. 본 포스트는 다음과 같은 Category로 이루어져 있습니다. Category Discriminate Model & Generative Model Probability Density Function The Principle of GAN Code The Improvement of GAN Loss Function Summary…

https://gunu9441.github.io/AI/gan/

AI/linear-regression-model/

Linear Regression Model | Gunu's AI Log

이번 시간에는 Linear Regression Model에 대해서 알아보겠습니다.
Linear Regression Model은 선형 회귀 모델로 다음과 같은 Hypothesis를 갖습니다. Category The Basic Description of Linear Regression Total Code Pandas Matplotlib The Basic Description of Linear Regression Linear regression은 다음과 같은 hypothesis…

https://gunu9441.github.io/AI/linear-regression-model/

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