MachineLearning

[Machine Learning] 신경망

11/08/2021   ↪AI ↪MachineLearning

☑NeuralNetwork ☑Perceptron ☑RBF

1 minute read

[Machine Learning] 군집화 알고리즘과 단순 베이즈 분류기

11/03/2021   ↪AI ↪MachineLearning

☑Agglomerative ☑Divisive ☑KMeans ☑NaiveBayesianClassifier

less than 1 minute read

[Machine Learning] Dimension Reduction

11/01/2021   ↪AI ↪MachineLearning

☑SelectPercentile ☑PCA' ☑t-SNE

6 minute read

[Machine Learning] 결정트리

10/29/2021   ↪AI ↪MachineLearning

☑DecisionTree

1 minute read

[Machine Learning] 비지도 학습

10/27/2021   ↪AI ↪MachineLearning

☑UnsupervisedLearning ☑Clustering ☑DimensionReduction

2 minute read

[Machine Learning] Clustering

10/27/2021   ↪AI ↪MachineLearning

☑Agglomerative ☑K-Means ☑DBSCAN

17 minute read

[Machine Learning] Midterm Summary 2

10/23/2021   ↪AI ↪MachineLearning

7 minute read

[Machine Learning] Midterm Summary 1

10/22/2021   ↪AI ↪MachineLearning

13 minute read

[Machine Learning] Nonlinear Regression Models

10/18/2021   ↪AI ↪MachineLearning

3 minute read

[Machine Learning] Hyperparameter Tuning

10/18/2021   ↪AI ↪MachineLearning

9 minute read

[Machine Learning] 지도 학습

10/13/2021   ↪AI ↪MachineLearning

☑SupervisedLearning ☑Classification ☑Regression

4 minute read

[Machine Learning] Random Forest

10/13/2021   ↪AI ↪MachineLearning

1 minute read

[Machine Learning] KNN

10/13/2021   ↪AI ↪MachineLearning

1 minute read

[Machine Learning] Decision Tree

10/13/2021   ↪AI ↪MachineLearning

4 minute read

Decision Tree Classifier

[Machine Learning] SVM

10/12/2021   ↪AI ↪MachineLearning

10 minute read

[Machine Learning] Imbalanced dataset

10/04/2021   ↪AI ↪MachineLearning

☑resampling

10 minute read

[Machine Learning] Performance Evaluation

09/29/2021   ↪AI ↪MachineLearning

☑Regression ☑Classification ☑Metrics

5 minute read

Setup

[Machine Learning] Classification Performance

09/29/2021   ↪AI ↪MachineLearning

☑Classification ☑Metrics

7 minute read

[Machine Learning] Multiclass Classification

09/27/2021   ↪AI ↪MachineLearning

☑Classification

2 minute read

Multi-class Classification

[Machine Learning] Linear Classification 2 (Practice)

09/27/2021   ↪AI ↪MachineLearning

☑Classification

3 minute read

Example 1: Binary Classification

[Machine Learning] Linear Regression 3 (Regularization)

09/23/2021   ↪AI ↪MachineLearning

☑Regression ☑Regularization

11 minute read

[Machine Learning] Linear Regression 2 (Practice)

09/22/2021   ↪AI ↪MachineLearning

☑Regression

7 minute read

[Machine Learning] Linear Regression (Libraries)

09/20/2021   ↪AI ↪MachineLearning

☑Regression

3 minute read

Example of one feature (x1)

[Machine Learning] Linear Classification

09/20/2021   ↪AI ↪MachineLearning

☑Classification

4 minute read

[Machine Learning]end-to-end machine learning process

09/20/2021   ↪AI ↪MachineLearning

☑Regression

8 minute read

[Machine Learning] 사이킷런 객체

09/13/2021   ↪AI ↪MachineLearning

1 minute read

사이킷런 API

[MachineLearning] 사이킷런을 이용한 머신러닝

08/03/2021   ↪AI ↪MachineLearning

less than 1 minute read

파이썬 머신러닝 완벽가이드

[MachineLearning] 넘파이와 판다스

08/02/2021   ↪AI ↪MachineLearning

less than 1 minute read

파이썬 머신러닝 완벽가이드