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· 제목 : Hands on Data Science for Biologists Using Python (Paperback)
· 분류 : 외국도서 > 과학/수학/생태 > 과학 > 생명공학
· ISBN : 9780367546786
· 쪽수 : 298쪽
· 출판일 : 2021-04-09
· 분류 : 외국도서 > 과학/수학/생태 > 과학 > 생명공학
· ISBN : 9780367546786
· 쪽수 : 298쪽
· 출판일 : 2021-04-09
목차
Python: Introduction and Environment Set up. Basic Python Programming. Biopython. Python for Data Analysis. Python for Data Visualization. Principal Component Analysis. Hands-on Projects. Machine Learning and Linear Regression. Logistic Regression. K-Nearest Neighbors (K-NN). Decision Trees and Random Forests. Support Vector Machines. Neural Nets and Deep Learning. The Machine Learning Project. Natural Language Processing. K-Means Clustering.
