Saket S.R. Mengle / Saket S. R. Mengle / Gurmendez Mastering Machine Learning on AWS

Advanced machine learning in Python using SageMaker, Apache Spark, and TensorFlow
1. Auflage 2019
ISBN: 978-1-78934-750-0
Verlag: De Gruyter
Format: EPUB
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 306 Seiten

No detailed description available for "Mastering Machine Learning on AWS".

Autoren/Hrsg.

Saket S.R. Mengle, Dr.

Saket S. R. Mengle, Mengle

Gurmendez, Maximo

Fachgebiete

• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Automatische Datenerfassung, Datenanalyse
• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Neuronale Netzwerke

Inhaltsverzeichnis

Table of Contents - Getting started with Machine learning for AWS
- Classifying Twitter Feeds with Naive Bayes
- Predicting House Value with Regression Algorithms
- Predicting User Behavior with Tree-based Methods
- Customer Segmentation Using Clustering Algorithms
- Analyzing Visitor Patterns to Make Recommendations
- Implementing Deep Learning Algorithms
- Implementing Deep Learning with TensorFlow on AWS
- Image Classification and Detection with Sagemaker
- Working with AWS Comprehend
- Using AWS Rekognition
- Building Conversational Interfaces Using AWS Lex
- Creating Clusters on AWS
- Optimizing Models in Spark and Sagemaker
- Tuning clusters for Machine Learning
- Deploying models built on AWS

Über Autor(innen)

Saket S.R. Mengle Dr.:
Dr. Saket S.R. Mengle holds a PhD in text mining from Illinois Institute of Technology, Chicago. He has worked in a variety of fields, including text classification, information retrieval, large-scale machine learning, and linear optimization. He currently works as senior principal data scientist at dataxu, where he is responsible for developing and maintaining the algorithms that drive dataxu's real-time advertising platform.Gurmendez Maximo:
Maximo Gurmendez holds a master's degree in computer science/AI from Northeastern University, where he attended as a Fulbright Scholar. Since 2009, he has been working with dataxu as data science engineering lead. He's also the founder of Montevideo Labs (a data science and engineering consultancy). Additionally, Maximo is a computer science professor at the University of Montevideo and is director of its data science for business program.