How Long to Read Practical Machine Learning with Python

How Long Does it Take to Read Practical Machine Learning with Python?

It takes the average reader 9 hours and 15 minutes to read Practical Machine Learning with Python by Dipanjan Sarkar

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

Description

Master the essential skills needed to recognize and solve complex problems with machine learning and deep learning. Using real-world examples that leverage the popular Python machine learning ecosystem, this book is your perfect companion for learning the art and science of machine learning to become a successful practitioner. The concepts, techniques, tools, frameworks, and methodologies used in this book will teach you how to think, design, build, and execute machine learning systems and projects successfully. Practical Machine Learning with Python follows a structured and comprehensive three-tiered approach packed with hands-on examples and code. Part 1 focuses on understanding machine learning concepts and tools. This includes machine learning basics with a broad overview of algorithms, techniques, concepts and applications, followed by a tour of the entire Python machine learning ecosystem. Brief guides for useful machine learning tools, libraries and frameworks are also covered. Part 2 details standard machine learning pipelines, with an emphasis on data processing analysis, feature engineering, and modeling. You will learn how to process, wrangle, summarize and visualize data in its various forms. Feature engineering and selection methodologies will be covered in detail with real-world datasets followed by model building, tuning, interpretation and deployment. Part 3 explores multiple real-world case studies spanning diverse domains and industries like retail, transportation, movies, music, marketing, computer vision and finance. For each case study, you will learn the application of various machine learning techniques and methods. The hands-on examples will help you become familiar with state-of-the-art machine learning tools and techniques and understand what algorithms are best suited for any problem. Practical Machine Learning with Python will empower you to start solving your own problems with machine learning today! What You'll Learn Execute end-to-end machine learning projects and systems Implement hands-on examples with industry standard, open source, robust machine learning tools and frameworks Review case studies depicting applications of machine learning and deep learning on diverse domains and industries Apply a wide range of machine learning models including regression, classification, and clustering. Understand and apply the latest models and methodologies from deep learning including CNNs, RNNs, LSTMs and transfer learning. Who This Book Is For IT professionals, analysts, developers, data scientists, engineers, graduate students

How long is Practical Machine Learning with Python?

Practical Machine Learning with Python by Dipanjan Sarkar is 545 pages long, and a total of 138,975 words.

This makes it 184% the length of the average book. It also has 170% more words than the average book.

How Long Does it Take to Read Practical Machine Learning with Python Aloud?

The average oral reading speed is 183 words per minute. This means it takes 12 hours and 39 minutes to read Practical Machine Learning with Python aloud.

What Reading Level is Practical Machine Learning with Python?

Practical Machine Learning with Python 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 with Python?

Practical Machine Learning with Python by Dipanjan Sarkar 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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