How Long to Read The Artificial Intelligence Infrastructure Workshop

How Long Does it Take to Read The Artificial Intelligence Infrastructure Workshop?

It takes the average reader 12 hours and 13 minutes to read The Artificial Intelligence Infrastructure Workshop by Chinmay Arankalle

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

Description

Explore how a data storage system works – from data ingestion to representation Key FeaturesUnderstand how artificial intelligence, machine learning, and deep learning are different from one anotherDiscover the data storage requirements of different AI apps using case studiesExplore popular data solutions such as Hadoop Distributed File System (HDFS) and Amazon Simple Storage Service (S3)Book Description Social networking sites see an average of 350 million uploads daily - a quantity impossible for humans to scan and analyze. Only AI can do this job at the required speed, and to leverage an AI application at its full potential, you need an efficient and scalable data storage pipeline. The Artificial Intelligence Infrastructure Workshop will teach you how to build and manage one. The Artificial Intelligence Infrastructure Workshop begins taking you through some real-world applications of AI. You'll explore the layers of a data lake and get to grips with security, scalability, and maintainability. With the help of hands-on exercises, you'll learn how to define the requirements for AI applications in your organization. This AI book will show you how to select a database for your system and run common queries on databases such as MySQL, MongoDB, and Cassandra. You'll also design your own AI trading system to get a feel of the pipeline-based architecture. As you learn to implement a deep Q-learning algorithm to play the CartPole game, you'll gain hands-on experience with PyTorch. Finally, you'll explore ways to run machine learning models in production as part of an AI application. By the end of the book, you'll have learned how to build and deploy your own AI software at scale, using various tools, API frameworks, and serialization methods. What you will learnGet to grips with the fundamentals of artificial intelligenceUnderstand the importance of data storage and architecture in AI applicationsBuild data storage and workflow management systems with open source toolsContainerize your AI applications with tools such as DockerDiscover commonly used data storage solutions and best practices for AI on Amazon Web Services (AWS)Use the AWS CLI and AWS SDK to perform common data tasksWho this book is for If you are looking to develop the data storage skills needed for machine learning and AI and want to learn AI best practices in data engineering, this workshop is for you. Experienced programmers can use this book to advance their career in AI. Familiarity with programming, along with knowledge of exploratory data analysis and reading and writing files using Python will help you to understand the key concepts covered.

How long is The Artificial Intelligence Infrastructure Workshop?

The Artificial Intelligence Infrastructure Workshop by Chinmay Arankalle is 731 pages long, and a total of 183,481 words.

This makes it 247% the length of the average book. It also has 224% more words than the average book.

How Long Does it Take to Read The Artificial Intelligence Infrastructure Workshop Aloud?

The average oral reading speed is 183 words per minute. This means it takes 16 hours and 42 minutes to read The Artificial Intelligence Infrastructure Workshop aloud.

What Reading Level is The Artificial Intelligence Infrastructure Workshop?

The Artificial Intelligence Infrastructure Workshop 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 The Artificial Intelligence Infrastructure Workshop?

The Artificial Intelligence Infrastructure Workshop by Chinmay Arankalle 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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