AI at the Edge

AI at the Edge
English | 2022 | ISBN: 9781098120191 | 35 pages | PDF,EPUB | 1.22 MB

Edge artificial intelligence is transfog the way computers interact with the real world, allowing internet of things (IoT) devices to make decisions using the 99% of sensor data that was previously discarded due to cost, bandwidth, or power limitations.

Hands-On Data Preprocessing in Python: Learn how to effectively prepare data for successful data analytics (Final Release)

Hands-On Data Preprocessing in Python: Learn how to effectively prepare data for successful data analytics (Final Release)
English | 2022 | ISBN: 1801072132 | 602 pages | True PDF EPUB | 86.31 MB

This book will make the link between data cleaning and preprocessing to help you design effective data analytic solutions
Key Features
Develop the skills to perform data cleaning, data integration, data reduction, and data transformation
Get ready to make the most of your data with powerful data transformation and massaging techniques
Perform thorough data cleaning, such as dealing with missing values and outliers
Book Description
Data preprocessing is the first step in data visualization, data analytics, and machine learning, where data is prepared for analytics functions to get the best possible insights.

Building Big Data Pipelines with Apache Beam: Use a single programming model for both batch and stream data processing

Building Big Data Pipelines with Apache Beam: Use a single programming model for both batch and stream data processing
English | 2022 | ISBN: ‎ 1800564937 | 342 pages | True PDF EPUB | 7.78 MB

Implement, run, operate, and test data processing pipelines using Apache Beam
Key Features
Understand how to improve usability and productivity when implementing Beam pipelines
Learn how to use stateful processing to implement complex use cases using Apache Beam
Implement, test, and run Apache Beam pipelines with the help of expert tips and techniques
Book Description
Apache Beam is an open source unified programming model for implementing and executing data processing pipelines, including Extract, Transform, and Load (ETL), batch, and stream processing.