Transactional Machine Learning with Data Streams and AutoML

Build Frictionless and Elastic Machine Learning Solutions with Apache Kafka in the Cloud Using Python

Éditeur :

Apress

Paru le : 2021-05-19

Understand how to apply auto machine learning to data streams and create transactional machine learning (TML) solutions that are frictionless (require minimal to no human intervention) and elastic (machine learning solutions that can scale up or down by controlling the number of data streams, algori...
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Éditeur

Collection
n.c

Parution
2021-05-19

Pages
276 pages

EAN papier
9781484270226

Auteur(s) du livre


Sebastian Maurice is founder and CTO of OTICS Advanced Analytics Inc. and has over 25 years of experience in AI and machine learning.  Previously, Sebastian served as Associate Director within Gartner Consulting focusing on artificial intelligence and machine learning. He was instrumental in developing and growing Gartner’s AI consulting business. He has led global teams to solve critical business problems with machine learning in oil and gas, retail, utilities, manufacturing, finance, and insurance. Dr. Maurice also brings deep experience in oil and gas (upstream) and was one of the first in Canada to apply machine learning to oil production optimization, which resulted in a Canadian patent: #2864265.    Sebastian is also a published author with seven publications in international peer-reviewed journals and books. One of his publications (International Journal of Engineering Education, 2004) was cited as landmark work in the area of online testing technology. He also developed the world’s first Apache Kafka connector for transactional machine learning: MAADS-VIPER. Dr. Maurice received his PhD in electrical and computer engineering from the University of Calgary, and has a master’s in electrical engineering, and a master’s in agricultural economics, with bachelors in pure mathematics and bachelors (hon) in economics.   Dr. Maurice also teaches a course on data science at the University of Toronto and actively helps to develop AI course content at the University of Toronto.  He is also active in the AI community and an avid blogger and speaker.  He also sits on the AI advisory board at McMaster University.

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EAN PDF
9781484270233
Prix
66,05 €
Nombre pages copiables
2
Nombre pages imprimables
27
Taille du fichier
4977 Ko
EAN EPUB
9781484270233
Prix
66,05 €
Nombre pages copiables
2
Nombre pages imprimables
27
Taille du fichier
3604 Ko

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