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Details for:
Arankalle C. The Artificial Intelligence Infrastructure...2020
arankalle c artificial intelligence infrastructure 2020
Type:
E-books
Files:
2
Size:
208.5 MB
Uploaded On:
Feb. 8, 2021, 9:50 a.m.
Added By:
andryold1
Seeders:
1
Leechers:
0
Info Hash:
F604F87D9745C12E9AE4BF64E3A63056F44B32C3
Get This Torrent
Textbook in PDF format Explore how a data storage system works – from data ingestion to representation Key Features Understand how artificial intelligence, machine learning, and deep learning are different from one another Discover the data storage requirements of different AI apps using case studies Explore popular data solutions such as Hadoop Distributed File System (HDFS) and Amazon Simple Storage Service (S3) 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
Get This Torrent
Arankalle C. The Artificial Intelligence Infrastructure Workshop 2020.pdf
33.4 MB
Code.zip
175.1 MB
