How Long to Read Core Concepts in Data Analysis: Summarization, Correlation and Visualization

How Long Does it Take to Read Core Concepts in Data Analysis: Summarization, Correlation and Visualization?

It takes the average reader 6 hours and 45 minutes to read Core Concepts in Data Analysis: Summarization, Correlation and Visualization by Boris Mirkin

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

Description

Core Concepts in Data Analysis: Summarization, Correlation and Visualization provides in-depth descriptions of those data analysis approaches that either summarize data (principal component analysis and clustering, including hierarchical and network clustering) or correlate different aspects of data (decision trees, linear rules, neuron networks, and Bayes rule). Boris Mirkin takes an unconventional approach and introduces the concept of multivariate data summarization as a counterpart to conventional machine learning prediction schemes, utilizing techniques from statistics, data analysis, data mining, machine learning, computational intelligence, and information retrieval. Innovations following from his in-depth analysis of the models underlying summarization techniques are introduced, and applied to challenging issues such as the number of clusters, mixed scale data standardization, interpretation of the solutions, as well as relations between seemingly unrelated concepts: goodness-of-fit functions for classification trees and data standardization, spectral clustering and additive clustering, correlation and visualization of contingency data. The mathematical detail is encapsulated in the so-called “formulation” parts, whereas most material is delivered through “presentation” parts that explain the methods by applying them to small real-world data sets; concise “computation” parts inform of the algorithmic and coding issues. Four layers of active learning and self-study exercises are provided: worked examples, case studies, projects and questions.

How long is Core Concepts in Data Analysis: Summarization, Correlation and Visualization?

Core Concepts in Data Analysis: Summarization, Correlation and Visualization by Boris Mirkin is 402 pages long, and a total of 101,304 words.

This makes it 136% the length of the average book. It also has 124% more words than the average book.

How Long Does it Take to Read Core Concepts in Data Analysis: Summarization, Correlation and Visualization Aloud?

The average oral reading speed is 183 words per minute. This means it takes 9 hours and 13 minutes to read Core Concepts in Data Analysis: Summarization, Correlation and Visualization aloud.

What Reading Level is Core Concepts in Data Analysis: Summarization, Correlation and Visualization?

Core Concepts in Data Analysis: Summarization, Correlation and Visualization 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 Core Concepts in Data Analysis: Summarization, Correlation and Visualization?

Core Concepts in Data Analysis: Summarization, Correlation and Visualization by Boris Mirkin 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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