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