chapter_no_to_name_mapping_book1.csv

chap_no,chap_name
1,Introduction
2,Probability: univariate models
3,Probability: multivariate models
4,Statistics
5,Decision theory
6,Information theory
7,Linear algebra
8,Optimization
9,Linear discriminant analysis
10,Logistic regression
11,Linear regression
12,Generalized linear models
13,Neural networks for unstructured data
14,Neural networks for images
15,Neural networks for sequences
16,Exemplar-based methods
17,Kernel methods
18,Trees
19,Learning with fewer labeled examples
20,Dimensionality reduction
21,Clustering
22,Recommender systems
23,Graph embeddings