Hands on data science for biologists using Python by Hasija, Yasha, Chakraborty, Rajkumar

Table of Contents: “…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.…”
Taylor & Francis
OCLC metadata license agreement

Hands on data science for biologists using Python by Hasija, Yasha, Chakraborty, Rajkumar

Table of Contents: “…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.…”
Taylor & Francis
OCLC metadata license agreement