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Support Vecor Machine (六部曲)

Support Vecor Machine, 自一诞生便由于它良好的分类性能席卷了机器学习领域,并牢牢压制了神经网络领域好多年。 如果不考虑集成学习的算法,不考虑特定的训练数据集,在分类算法中的表现SVM说是排第一估计是没有什么异议的.

Ensemble Learning (part2)

提升(boosting)方法是一类应用广泛且非常有效的统计学习方法。

  • Boosting 概念
  • 代表性 Boosting 算法 AbaBoost 介绍

Coursera 6 - Advice for Applying Machine Learning *

Evaluating a Hypothesis -> Model Selection、Diagnosing Bias vs Variance -> Regularization、Learning Curves

Coursera Week 3 - Logistic Regression

Logistic Regression

Coursera Week 2 - Octave Tutorial By NG

ML:Octave Tutorial

Coursera Week 2 - Octave learning

Octave Tutorial, Octave Learning

Coursera Week 2 - Linear Regression with Multiple Variables

coursera week 2 - linear regression with multiple variables 1

Coursera Week 1 - Linear Algebra Matrices And Vectors

coursera week 1 - matrices and vectors

Coursera Week 1 - Linear Regression Cost Function & Gradient descent

Linear Regression Cost Function & Gradient descent

Coursera Week 1 - Machine Learning Introduction

Machine-learning, Grew out of work in Artificial Intelligence, New capability for computers

Python Data Mining and Analysis environment

这是用 Python 进行数据分析挖掘的一小部分,包括 高维数组、数值计算、机器学习、神经网络 和 语言模型等。

python