How Long to Read Machine Learning for Factor Investing

How Long Does it Take to Read Machine Learning for Factor Investing?

It takes the average reader 8 hours and 33 minutes to read Machine Learning for Factor Investing by Guillaume Coqueret

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

Description

Machine learning (ML) is progressively reshaping the fields of quantitative finance and algorithmic trading. ML tools are increasingly adopted by hedge funds and asset managers, notably for alpha signal generation and stocks selection. The technicality of the subject can make it hard for non-specialists to join the bandwagon, as the jargon and coding requirements may seem out-of-reach. Machine learning for factor investing: Python version bridges this gap. It provides a comprehensive tour of modern ML-based investment strategies that rely on firm characteristics. The book covers a wide array of subjects which range from economic rationales to rigorous portfolio back-testing and encompass both data processing and model interpretability. Common supervised learning algorithms such as tree models and neural networks are explained in the context of style investing and the reader can also dig into more complex techniques like autoencoder asset returns, Bayesian additive trees and causal models. All topics are illustrated with self-contained Python code samples and snippets that are applied to a large public dataset that contains over 90 predictors. The material, along with the content of the book, is available online so that readers can reproduce and enhance the examples at their convenience. If you have even a basic knowledge of quantitative finance, this combination of theoretical concepts and practical illustrations will help you learn quickly and deepen your financial and technical expertise.

How long is Machine Learning for Factor Investing?

Machine Learning for Factor Investing by Guillaume Coqueret is 498 pages long, and a total of 128,484 words.

This makes it 168% the length of the average book. It also has 157% more words than the average book.

How Long Does it Take to Read Machine Learning for Factor Investing Aloud?

The average oral reading speed is 183 words per minute. This means it takes 11 hours and 42 minutes to read Machine Learning for Factor Investing aloud.

What Reading Level is Machine Learning for Factor Investing?

Machine Learning for Factor Investing 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 Machine Learning for Factor Investing?

Machine Learning for Factor Investing by Guillaume Coqueret 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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