Tags
AR
Backpropagation
Batch
Bài 8: Gradient Descent (phần 2/2) 16 Jan 2017
Binary-classifier
Classification
Bài 32: Naive Bayes Classifier 08 Aug 2017
Bài 29: Linear Discriminant Analysis 30 Jun 2017
Bài 22: Multi-class Support Vector Machine 28 Apr 2017
Bài 21: Kernel Support Vector Machine 22 Apr 2017
Bài 20: Soft Margin Support Vector Machine 13 Apr 2017
Bài 19: Support Vector Machine 09 Apr 2017
Bài 10: Logistic Regression 27 Jan 2017
Bài 9: Perceptron Learning Algorithm 21 Jan 2017
Bài 6: K-nearest neighbors 08 Jan 2017
Classification
Bài 32: Naive Bayes Classifier 08 Aug 2017
Bài 29: Linear Discriminant Analysis 30 Jun 2017
Bài 22: Multi-class Support Vector Machine 28 Apr 2017
Bài 21: Kernel Support Vector Machine 22 Apr 2017
Bài 20: Soft Margin Support Vector Machine 13 Apr 2017
Bài 19: Support Vector Machine 09 Apr 2017
Bài 10: Logistic Regression 27 Jan 2017
Bài 9: Perceptron Learning Algorithm 21 Jan 2017
Bài 6: K-nearest neighbors 08 Jan 2017
Clustering
Bài 5: K-means Clustering: Simple Applications 04 Jan 2017
Bài 4: K-means Clustering 01 Jan 2017
Convex
Bài 18: Duality 02 Apr 2017
Bài 17: Convex Optimization Problems 19 Mar 2017
Bài 16: Convex sets và convex functions 12 Mar 2017
Decision
DeepLearning
Dimensionality-reduction
Bài 29: Linear Discriminant Analysis 30 Jun 2017
Bài 28: Principal Component Analysis (phần 2/2) 21 Jun 2017
Bài 27: Principal Component Analysis (phần 1/2) 15 Jun 2017
Dimensionality-reduction
Bài 29: Linear Discriminant Analysis 30 Jun 2017
Bài 28: Principal Component Analysis (phần 2/2) 21 Jun 2017
Bài 27: Principal Component Analysis (phần 1/2) 15 Jun 2017
Feature-engineering
Feature-extraction
Bài 11: Giới thiệu về Feature Engineering 06 Feb 2017
GD
Bài 10: Logistic Regression 27 Jan 2017
Bài 9: Perceptron Learning Algorithm 21 Jan 2017
Bài 8: Gradient Descent (phần 2/2) 16 Jan 2017
Bài 7: Gradient Descent (phần 1/2) 12 Jan 2017
General
Bài 11: Giới thiệu về Feature Engineering 06 Feb 2017
Bài 2: Phân nhóm các thuật toán Machine Learning 27 Dec 2016
Bài 1: Giới thiệu về Machine Learning 26 Dec 2016
Iris
Bài 6: K-nearest neighbors 08 Jan 2017
KNN
Bài 6: K-nearest neighbors 08 Jan 2017
Keras
Kmeans
Bài 5: K-means Clustering: Simple Applications 04 Jan 2017
Bài 4: K-means Clustering 01 Jan 2017
Linear-models
Bài 22: Multi-class Support Vector Machine 28 Apr 2017
Bài 21: Kernel Support Vector Machine 22 Apr 2017
Bài 20: Soft Margin Support Vector Machine 13 Apr 2017
Bài 19: Support Vector Machine 09 Apr 2017
Bài 9: Perceptron Learning Algorithm 21 Jan 2017
Bài 3: Linear Regression 28 Dec 2016
MNIST
Bài 13: Softmax Regression 17 Feb 2017
Bài 6: K-nearest neighbors 08 Jan 2017
Bài 5: K-means Clustering: Simple Applications 04 Jan 2017
Matrix-decomposition
Bài 26: Singular Value Decomposition 07 Jun 2017
Multi-class
Bài 13: Softmax Regression 17 Feb 2017
Multi-layer
Neural-nets
Bài 13: Softmax Regression 17 Feb 2017
Bài 10: Logistic Regression 27 Jan 2017
Bài 9: Perceptron Learning Algorithm 21 Jan 2017
Numpy
FundaML 3: Làm việc với các mảng ngẫu nhiên 28 Oct 2017
FundaML 2: Làm việc với ma trận 28 Oct 2017
FundaML 1: Làm việc với mảng một chiều 28 Oct 2017
Online-learning
Bài 8: Gradient Descent (phần 2/2) 16 Jan 2017
Optimization
Bài 18: Duality 02 Apr 2017
Bài 17: Convex Optimization Problems 19 Mar 2017
Bài 16: Convex sets và convex functions 12 Mar 2017
Bài 8: Gradient Descent (phần 2/2) 16 Jan 2017
Bài 7: Gradient Descent (phần 1/2) 12 Jan 2017
Overfitting
Bài 15: Overfitting 04 Mar 2017
Probability
Bài 32: Naive Bayes Classifier 08 Aug 2017
Bài 30: Ôn tập Xác Suất cho Machine Learning 09 Jul 2017
Quick-Notes
Quick Notes 1 22 Jun 2017
Recommendation-systems
Bài 23: Content-based Recommendation Systems 17 May 2017
Recommendation-systems
Bài 23: Content-based Recommendation Systems 17 May 2017
Regression
Bài 13: Softmax Regression 17 Feb 2017
Bài 10: Logistic Regression 27 Jan 2017
Bài 6: K-nearest neighbors 08 Jan 2017
Bài 3: Linear Regression 28 Dec 2016
Supervised-learning
Bài 13: Softmax Regression 17 Feb 2017
Bài 10: Logistic Regression 27 Jan 2017
Bài 9: Perceptron Learning Algorithm 21 Jan 2017
Bài 6: K-nearest neighbors 08 Jan 2017
Bài 3: Linear Regression 28 Dec 2016