Iozzia / Unknown Hands-On Deep Learning with Apache Spark

Build and deploy distributed deep learning applications on Apache Spark
1. Auflage 2019
ISBN: 978-1-78899-970-0
Verlag: De Gruyter
Format: EPUB
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 322 Seiten

No detailed description available for "Hands-On Deep Learning with Apache Spark".

Autoren/Hrsg.

Iozzia, Guglielmo

Unknown,

Fachgebiete

• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Data Mining
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Datenbankdesign & Datenbanktheorie
• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Automatische Datenerfassung, Datenanalyse
• Mathematik | Informatik EDV | Informatik Informatik Mensch-Maschine-Interaktion Informationsarchitektur

Inhaltsverzeichnis

Table of Contents - The Apache Spark Ecosystem
- Deep Learning Basics
- Extract, Transform, Load
- Streaming
- Convolutional Neural Networks
- Recurrent Neural Networks
- Training Neural Networks with Spark
- Monitoring and Debugging Neural Network Training
- Interpreting Neural Network Output
- Deploying on a Distributed System
- NLP Basics
- Textual Analysis and Deep Learning
- Convolution
- Image Classification
- What

Über Autor(innen)

Iozzia Guglielmo:

Guglielmo Iozzia is currently a big data delivery manager at Optum in Dublin. He completed his master's degree in biomedical engineering at the University of Bologna. After graduation, he joined a start-up IT company in Bologna that had implemented a new system to manage online payments. There, he worked on complex Java projects for different customers in different areas. He has also worked at the IT department of FAO, an agency of the United Nations. In 2013, he had the chance to join IBM in Dublin. There, he improved his DevOps skills, working mostly on cloud-based applications. He is a golden member, writes articles at DZone, and maintains a personal blog to share his findings and thoughts about various tech topics.