How Long to Read Patterns, Predictions, and Actions

How Long Does it Take to Read Patterns, Predictions, and Actions?

It takes the average reader 5 hours and 20 minutes to read Patterns, Predictions, and Actions by Moritz Hardt

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

Description

An authoritative, up-to-date graduate textbook on machine learning that highlights its historical context and societal impacts Patterns, Predictions, and Actions introduces graduate students to the essentials of machine learning while offering invaluable perspective on its history and social implications. Beginning with the foundations of decision making, Moritz Hardt and Benjamin Recht explain how representation, optimization, and generalization are the constituents of supervised learning. They go on to provide self-contained discussions of causality, the practice of causal inference, sequential decision making, and reinforcement learning, equipping readers with the concepts and tools they need to assess the consequences that may arise from acting on statistical decisions. Provides a modern introduction to machine learning, showing how data patterns support predictions and consequential actionsPays special attention to societal impacts and fairness in decision makingTraces the development of machine learning from its origins to todayFeatures a novel chapter on machine learning benchmarks and datasetsInvites readers from all backgrounds, requiring some experience with probability, calculus, and linear algebraAn essential textbook for students and a guide for researchers

How long is Patterns, Predictions, and Actions?

Patterns, Predictions, and Actions by Moritz Hardt is 320 pages long, and a total of 80,000 words.

This makes it 108% the length of the average book. It also has 98% more words than the average book.

How Long Does it Take to Read Patterns, Predictions, and Actions Aloud?

The average oral reading speed is 183 words per minute. This means it takes 7 hours and 17 minutes to read Patterns, Predictions, and Actions aloud.

What Reading Level is Patterns, Predictions, and Actions?

Patterns, Predictions, and Actions 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 Patterns, Predictions, and Actions?

Patterns, Predictions, and Actions by Moritz Hardt 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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