The Artificial Intelligence Infrastructure Workshop
Starting with the fundamentals of data storage, The Artificial Intelligence Infrastructure Workshop covers the entire spectrum of tools and techniques that you must know to set up a data storage system for AI applications.
Offered by
Difficulty Level
Intermediate
Completion Time
24h24m
Language
English
About Book
Who Is This Book 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.
The Artificial Intelligence Infrastructure Workshop
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 24h24m total length
Data Storage Fundamentals
Artificial Intelligence Storage Requirements
Data Preparation
Ethics of AI Data Storage
Data Stores: SQL and NoSQL Databases
Big Data File Formats
Introduction to Analytics Engine (Spark) for Big Data
Data System Design Examples
Workflow Management for AI
Introduction to Data Storage on Cloud Services (AWS)
Building an Artificial Intelligence Algorithm
Productionizing Your AI Applications
Related Resources
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