Machine Learning Made Easy: A Review of Scikit-learn Package in Python Programming Language

J Hao, TK Ho - Journal of Educational and Behavioral …, 2019 - journals.sagepub.com
Machine learning is a popular topic in data analysis and modeling. Many different machine
learning algorithms have been developed and implemented in a variety of programming …

[图书][B] Mastering Machine Learning with scikit-learn

G Hackeling - 2017 - books.google.com
Use scikit-learn to apply machine learning to real-world problems About This Book Master
popular machine learning models including k-nearest neighbors, random forests, logistic …

[图书][B] An introduction to statistical learning: With applications in python

G James, D Witten, T Hastie, R Tibshirani, J Taylor - 2023 - books.google.com
An Introduction to Statistical Learning provides an accessible overview of the field of
statistical learning, an essential toolset for making sense of the vast and complex data sets …

[图书][B] Machine Learning Algorithms: Popular algorithms for data science and machine learning

G Bonaccorso - 2018 - books.google.com
An easy-to-follow, step-by-step guide for getting to grips with the real-world application of
machine learning algorithms Key Features Explore statistics and complex mathematics for …

Scikit-learn: Machine learning without learning the machinery

G Varoquaux, L Buitinck, G Louppe, O Grisel… - … : Mobile Computing and …, 2015 - dl.acm.org
Machine learning is a pervasive development at the intersection of statistics and computer
science. While it can benefit many data-related applications, the technical nature of the …

Introduction to Scikit-learn

E Bisong, E Bisong - Building machine learning and deep learning models …, 2019 - Springer
Scikit-learn is a Python library that provides a standard interface for implementing machine
learning algorithms. It includes other ancillary functions that are integral to the machine …

[图书][B] An introduction to statistical learning

G James, D Witten, T Hastie, R Tibshirani - 2013 - Springer
Statistical learning refers to a set of tools for making sense of complex datasets. In recent
years, we have seen a staggering increase in the scale and scope of data collection across …

Practical machine learning with Python

D Sarkar, R Bali, T Sharma - Book" Practical Machine Learning with Python, 2018 - Springer
Data is the new oil and Machine Learning is a powerful concept and framework for making
the best out of it. In this age of automation and intelligent systems, it is hardly a surprise that …

[图书][B] Statistical methods for machine learning: Discover how to transform data into knowledge with Python

J Brownlee - 2018 - books.google.com
Statistics is a pillar of machine learning. You cannot develop a deep understanding and
application of machine learning without it. Cut through the equations, Greek letters, and …

[图书][B] Machine Learning for Developers: Uplift your regular applications with the power of statistics, analytics, and machine learning

R Bonnin - 2017 - books.google.com
Your one-stop guide to becoming a Machine Learning expert. About This Book Learn to
develop efficient and intelligent applications by leveraging the power of Machine Learning A …