Practical Machine Learning in R

Книга Practical Machine Learning in R созданная Fred Nwanganga, Mike Chapple, Wiley может относится к жанру программы. Стоимость электронной книги Practical Machine Learning in R с идентификатором 62278740 составляет 2678.62 руб.

Guides professionals and students through the rapidly growing field of machine learning with hands-on examples in the popular R programming language

Machine learning—a branch of Artificial Intelligence (AI) which enables computers to improve their results and learn new approaches without explicit instructions—allows organizations to reveal patterns in their data and incorporate predictive analytics into their decision-making process. Practical Machine Learning in R provides a hands-on approach to solving business problems with intelligent, self-learning computer algorithms.

Bestselling author and data analytics experts Fred Nwanganga and Mike Chapple explain what machine learning is, demonstrate its organizational benefits, and provide hands-on examples created in the R programming language. A perfect guide for professional self-taught learners or students in an introductory machine learning course, this reader-friendly book illustrates the numerous real-world business uses of machine learning approaches. Clear and detailed chapters cover data wrangling, R programming with the popular RStudio tool, classification and regression techniques, performance evaluation, and more.

Explores data management techniques, including data collection, exploration and dimensionality reduction Covers unsupervised learning, where readers identify and summarize patterns using approaches such as apriori, eclat and clustering Describes the principles behind the Nearest Neighbor, Decision Tree and Naive Bayes classification techniques Explains how to evaluate and choose the right model, as well as how to improve model performance using ensemble methods such as Random Forest and XGBoost Practical Machine Learning in R is a must-have guide for business analysts, data scientists, and other professionals interested in leveraging the power of AI to solve business problems, as well as students and independent learners seeking to enter the field.

Также имеется ФРАГМЕНТ ТЕКСТА для ознакомления!

Коротко о главном в электронной книге темы Программы с идентификатором 62278740:

Fred Nwanganga, Mike Chapple, Wiley работа о программах программы

Ниже приведены ТЕГИ, по которым можно посмотреть аналоги книг о компьютерных программах и иных разработках на русском и английском языках, книги и журналы.

Скачать Practical Machine Learning in R ОнЛайн

Электронная книга в жанре программы для обучения и всестороннего развития.

Скачать ОнЛайн материалы автора Fred Nwanganga, Mike Chapple, Wiley на устройства FB2 EPUB TXT RTF PDF HTML MOBI форматы. Цена от бесплатной до выставленной и в данном случае стоимость скачивания составляет 2678.62 руб.