Learning Data Mining with Python is a practical guide to data mining and machine learning using the Python language. The book guides you through the data analysis process, from preprocessing and feature selection to model building and evaluation, and the implementation of machine learning algorithms through real-world problems. The content includes classification, regression, clustering, association rule mining, recommendation systems, text mining, social network analysis, and model evaluation methods. The book utilizes popular libraries such as scikit-learn, NumPy, pandas, and NLTK, and provides numerous illustrative examples to help learners effectively apply data mining techniques to problems in data science and artificial intelligence.

Ngôn ngữ:	eng
Tác giả:	Layton, Robert
Thông tin nhan đề:	Learning Data Mining with Python
Nhà xuất bản:	Packt Publishing
Loại hình:	Giáo trình, sách tham khảo / Bộ sưu tập: Công nghệ thông tin
Mô tả vật lý:	344p.
Năm xuất bản:	2015