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【含课程pdf & 测验答案】吴恩达-机器学习公开课 学习笔记 Week11 Application Example: Photo OCR
吴恩达-机器学习公开课 学习笔记 Week11 Application Example: Photo OCR 11 Application Example: Photo OCR 课程内容11-1 Photo OCR测验 Application Example: Photo OCR课程链接课件11 Application Example: Photo OCR 课程内容此文为Week11 中Ap...原创 2020-01-16 17:12:56 · 546 阅读 · 0 评论 -
【含课程pdf & 测验答案】吴恩达-机器学习公开课 学习笔记 Week10 Large Scale Machine Learning
吴恩达-机器学习公开课 学习笔记 Week10 Large Scale Machine Learning 10 Large Scale Machine Learning 课程内容10-1 Gradient Descent with Large Datasets10-2 Advanced Topics测验 Large Scale Machine Learning课程链接课件10 Large Sc...原创 2020-01-16 15:11:06 · 595 阅读 · 0 评论 -
【含课程pdf & 测验答案】吴恩达-机器学习公开课 学习笔记 Week9-2 Recommender Systems
吴恩达-机器学习公开课 学习笔记 Week9-2 Recommender Systems 9-2 Recommender Systems 课程内容9-2-1 Predicting Movie Ratings9-2-2 Collaborative Filtering9-2-3 Low Rank Matrix Factorization测验 Recommender Systems课程链接课件9-2...原创 2020-01-15 16:20:01 · 643 阅读 · 0 评论 -
【含课程pdf & 测验答案】吴恩达-机器学习公开课 学习笔记 Week9-1 Anomaly Detection
吴恩达-机器学习公开课 学习笔记 Week9-1 Anomaly Detection 9-1 Anomaly Detection 课程内容9-1-1 Density Estimation9-1-2 Building an Anomaly Detection System9-1-3 Multivariate Gaussian Distribution (Optional)测验 Anomaly De...原创 2020-01-15 11:06:18 · 517 阅读 · 0 评论 -
【含课程pdf & 测验答案】吴恩达-机器学习公开课 学习笔记 Week8-2 Dimensionality Reduction
吴恩达-机器学习公开课 学习笔记 Week8-2 Dimensionality Reduction 8-2 Dimensionality Reduction 课程内容8-2-1 Motivation8-2-2 Principal Component Analysis8-2-3 Applying PCA测验 Dimensionality Reduction课程链接课件8-2 Dimensiona...原创 2020-01-09 17:23:18 · 413 阅读 · 0 评论 -
【含课程pdf & 测验答案】吴恩达-机器学习公开课 学习笔记 Week8-1 Unsupervised Learning
吴恩达-机器学习公开课 学习笔记 Week8-1 Unsupervised Learning 8-1 Unsupervised Learning 课程内容8-1-1 ClusteringUnsupervised Learning: IntroductionK-Means AlgorithmOptimization ObjectiveRandom InitializationChoosing th...原创 2020-01-09 15:36:55 · 571 阅读 · 0 评论 -
【含课程pdf & 测验答案】吴恩达-机器学习公开课 学习笔记 Week7 Support Vector Machines
吴恩达-机器学习公开课 学习笔记 Week7 7-1 Machine Learning System Design 课程内容6-2-1 Building a Spam Classifier6-2-2 Handling Skewed Data6-2-3 Using Large Data Sets测验 Machine Learning System Design课程链接课件7-1 Machine...原创 2020-01-08 17:29:55 · 1023 阅读 · 0 评论 -
【含课程pdf & 测验答案】吴恩达-机器学习公开课 学习笔记 Week6-2 Machine Learning System Design
吴恩达-机器学习公开课 学习笔记 Week6-2 Machine Learning System Design 6-2 Machine Learning System Design 课程内容6-2-1 Building a Spam Classifier6-2-2 Handling Skewed Data6-2-3 Using Large Data Sets测验 Machine Learning ...原创 2020-01-02 16:15:20 · 665 阅读 · 0 评论 -
【含课程pdf & 测验答案】吴恩达-机器学习公开课 学习笔记 Week6-1 Advice for Applying Machine Learning
吴恩达-机器学习公开课 学习笔记 Week6-1 Advice for Applying Machine Learning 6-1 Advice for Applying Machine Learning 课程内容6-1-1 Evaluating a Learning Algorithm6-1-2 Bias vs. Variance测验 Advice for Applying Machine Le...原创 2019-12-26 15:58:20 · 498 阅读 · 0 评论 -
【含课程pdf & 测验答案】吴恩达-机器学习公开课 学习笔记 Week5 Neural Networks: Learning
吴恩达-机器学习公开课 学习笔记 Week5 5 Neural Networks: Representation 课程内容5-1 MotivationsNon-linear HypothesesNeurons and the Brain4-2 Neural NetworksModel Representation IModel Representation II4-3 ApplicationsE...原创 2019-12-20 16:11:25 · 631 阅读 · 0 评论 -
【含课程pdf & 测验答案】吴恩达-机器学习公开课 学习笔记 Week4 Neural Networks: Representation
吴恩达-机器学习公开课 学习笔记 Week3-2 Regularization 3-2 Regularization 课程内容3-2-1 Solving the Problem of OverfittingThe problem of overfittingCost FunctionRegularized Linear Regression梯度下降正规方程Regularized Logistic ...原创 2019-12-19 15:38:22 · 614 阅读 · 0 评论 -
【含课程pdf & 测验答案】吴恩达-机器学习公开课 学习笔记 Week3-2 Regularization
吴恩达-机器学习公开课 学习笔记 Week3-2 Regularization 3-2 Regularization 课程内容3-2-1 Solving the Problem of Overfitting测验 Regularization课程链接课件3-2 Regularization 课程内容此文为Week3 中Regularization的部分。3-2-1 Solving the P...原创 2019-12-17 15:26:59 · 418 阅读 · 0 评论 -
【含课程pdf & 测验答案】吴恩达-机器学习公开课 学习笔记 Week3-1 Logistic Regression
吴恩达-机器学习公开课 学习笔记 Week2-3 Octave/Matlab Tutorial 2-3 Octave/Matlab Tutorial 课程内容2-3-1测验 Octave/Matlab Tutorial课程链接课件2-3 Octave/Matlab Tutorial 课程内容此文为Week2 中Octave/Matlab Tutorial的部分。关于Octave语言的具体操作。...原创 2019-12-12 18:35:35 · 782 阅读 · 0 评论 -
【含课程pdf & 测验答案】吴恩达-机器学习公开课 学习笔记 Week2-2 Octave/Matlab Tutorial
吴恩达-机器学习公开课 学习笔记 Week2-2 Octave/Matlab Tutorial 2-2 Octave/Matlab Tutorial 课程内容2-1-1 Environment Setup Instructions2-1-2 Multivariate Linear RegressionMultiple FeaturesGradient Descent for Multiple Va...原创 2019-12-11 15:00:08 · 444 阅读 · 0 评论 -
【含课程pdf & 测验答案】吴恩达-机器学习公开课 学习笔记 Week2-1 Linear Regression with Multiple Variables
吴恩达-机器学习公开课 学习笔记 Week2-1 2-1 Linear Regression with Multiple Variables 课程内容2-1-1 Environment Setup Instructions2-1-2 Multivariate Linear RegressionMultiple FeaturesGradient Descent for Multiple Variab...原创 2019-12-11 14:19:34 · 789 阅读 · 0 评论 -
【含课程pdf & 测验答案】吴恩达-机器学习公开课 学习笔记 Week1-4 Linear Algebra Review(optional)
吴恩达-机器学习公开课 学习笔记 Week1-4 Parameter Learning1-3 Parameter Learning 课程内容1-3-1 Gradient Descent梯度下降算法定义1-3-2 Gradient Descent Intuition1-2-4 Gradient Descent For Linear Regression课程链接课件1-3 Parameter Lea...原创 2019-12-05 13:28:56 · 396 阅读 · 0 评论 -
【含课程pdf & 测验答案】吴恩达-机器学习公开课 学习笔记 Week1-3 Parameter Learning
吴恩达-机器学习公开课 学习笔记 Week1-2 Model and Cost Fuction1-2 Model and Cost Fuction课程内容1-2-1 Model Representation单变量线性回归简单测试监督学习算法的工作方式1-2-2 Cost Function1-2-3 Cost Function - Intuition I1-2-4 Cost Function - I...原创 2019-12-04 15:04:07 · 437 阅读 · 0 评论 -
【含课程pdf & 测验答案】吴恩达-机器学习公开课 学习笔记 Week1-2 Model and Cost Fuction
吴恩达-机器学习公开课 学习笔记 Week1-2 Model and Cost Fuction1-1 Model and Cost Fuction课程内容1-2-1 Model Representation单变量线性回归简单测试监督学习算法的工作方式1-2-2 What is Machine Learning?机器学习的定义学习算法主要的两种类型1-1-3 Supervised Learning监...原创 2019-12-04 13:16:49 · 798 阅读 · 0 评论 -
【含课程pdf & 测验答案】吴恩达-机器学习公开课 学习笔记 Week1-1 Introduction
【学习笔记】吴恩达-机器学习公开课 学习笔记Week1 Introduction课程内容1-1 Welcome1-2 What is Machine Learning?机器学习的定义学习算法主要的两种类型1-3 Supervised Learning课程内容Week1 主要内容相当于绪论，大概的介绍了机器学习的基本概念和相关定义。目的：对机器学习有大概的了解1-1 Welcome...原创 2019-10-09 17:38:36 · 931 阅读 · 1 评论