How Long to Read Practical Machine Learning in R

By Fred Nwanganga

How Long Does it Take to Read Practical Machine Learning in R?

It takes the average reader 7 hours and 51 minutes to read Practical Machine Learning in R by Fred Nwanganga

Assuming a reading speed of 250 words per minute. Learn more

Description

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.

How long is Practical Machine Learning in R?

Practical Machine Learning in R by Fred Nwanganga is 464 pages long, and a total of 117,856 words.

This makes it 157% the length of the average book. It also has 144% more words than the average book.

How Long Does it Take to Read Practical Machine Learning in R Aloud?

The average oral reading speed is 183 words per minute. This means it takes 10 hours and 44 minutes to read Practical Machine Learning in R aloud.

What Reading Level is Practical Machine Learning in R?

Practical Machine Learning in R is suitable for students ages 12 and up.

Note that there may be other factors that effect this rating besides length that are not factored in on this page. This may include things like complex language or sensitive topics not suitable for students of certain ages.

When deciding what to show young students always use your best judgement and consult a professional.

Where Can I Buy Practical Machine Learning in R?

Practical Machine Learning in R by Fred Nwanganga is sold by several retailers and bookshops. However, Read Time works with Amazon to provide an easier way to purchase books.

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