解锁数据的秘密 - 使用 R 进行无监督学习
上次更新时间：2024-10-27
课程售价: 2.9 元
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课程内容
1. Introduction
2. Unsupervised Learning Clustering
3. Unsupervised Learning Dimensionality Reduction
4. Unsupervised Learning Association Rule Mining (aka Market Basket Analysis)
- 1. Introduction to Frequent Itemset Mining and Association Rule Mining - Part 1
- 2. Introduction to Frequent Itemset Mining and Association Rule Mining - Part 2
- 3. Measuring Results of Association Rules
- 4. Cleaning and Preparing Data for Frequent Itemset Mining and Association Rules
- 5. Frequent Itemsets
- 6. Association Rules
- 7. Sorting Itemsets and Rules
课程内容
4个章节 , 21个讲座
1. Introduction
2. Unsupervised Learning Clustering
3. Unsupervised Learning Dimensionality Reduction
4. Unsupervised Learning Association Rule Mining (aka Market Basket Analysis)
- 1. Introduction to Frequent Itemset Mining and Association Rule Mining - Part 1
- 2. Introduction to Frequent Itemset Mining and Association Rule Mining - Part 2
- 3. Measuring Results of Association Rules
- 4. Cleaning and Preparing Data for Frequent Itemset Mining and Association Rules
- 5. Frequent Itemsets
- 6. Association Rules
- 7. Sorting Itemsets and Rules