About the The Kernel Trick: A first look at flexible machine category
|
|
1
|
178
|
9 June 2023
|
1.0 Don't Be Fooled by the Kernel Trick
|
|
0
|
202
|
15 August 2023
|
2.0 Projecting data features into higher dimensions
|
|
7
|
179
|
23 August 2023
|
3.0 Introducing: The Kernel Trick
|
|
0
|
175
|
15 August 2023
|
4.0 Choosing Between Kernel Functions
|
|
0
|
204
|
15 August 2023
|
5.0 A Code Walkthrough for Kernel Ridge Regression
|
|
0
|
186
|
15 August 2023
|
6.0 Applying the Kernel Trick in the Wild
|
|
0
|
186
|
15 August 2023
|
7.0 Introducing: Support Vector Machines
|
|
2
|
310
|
3 July 2024
|
8.0 Support Vector Machines to Maximise Decision Margins
|
|
0
|
205
|
15 August 2023
|
9.0 A Code Walkthrough for SVMs
|
|
0
|
180
|
15 August 2023
|
10.0 Overlapping Classes and Kernel SVMs
|
|
0
|
189
|
15 August 2023
|
11.0 Experimenting with Overlapping Class Distributions
|
|
0
|
170
|
15 August 2023
|
12.0 Using Kernel SVMs for Non-Linear Predictions
|
|
0
|
167
|
15 August 2023
|
13.0 Support Vector Machines in the Wild
|
|
0
|
178
|
15 August 2023
|
14.0 Solving Regression Problems with SVMs
|
|
0
|
179
|
15 August 2023
|
15.0 Comparing Least-Squares with SVM Regression
|
|
0
|
183
|
15 August 2023
|
16.0 Conclusion, Certificate, and What Next?
|
|
0
|
190
|
15 August 2023
|