scikit-learn : Machine Learning Simplified: Implement scikit-learn into every step of the data science pipeline - Softcover

Garreta, Raśl; Moncecchi, Guillermo; Hauck, Trent

Softcover

ISBN 10: 1788833473 ISBN 13: 9781788833479

Publisher: Packt Publishing, 2017

Synopsis

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About the Authors

Raśl Garreta is a Computer Engineer with much experience in the theory and application of Artificial Intelligence (AI), where he specialized in Machine Learning and Natural Language Processing (NLP). He has an entrepreneur profile with much interest in the application of science, technology, and innovation to the Internet industry and startups. He has worked in many software companies, handling everything from video games to implantable medical devices. In 2009, he co-founded Tryolabs with the objective to apply AI to the development of intelligent software products, where he performs as the CTO and Product Manager of the company. Besides the application of Machine Learning and NLP, Tryolabs' expertise lies in the Python programming language and has been catering to many clients in Silicon Valley. Raul has also worked in the development of the Python community in Uruguay, co-organizing local PyDay and PyCon conferences. He is also an assistant professor at the Computer Science Institute of Universidad de la Repśblica in Uruguay since 2007, where he has been working on the courses of Machine Learning, NLP, as well as Automata Theory and Formal Languages. Besides this, he is finishing his Masters degree in Machine Learning and NLP. He is also very interested in the research and application of Robotics, Quantum Computing, and Cognitive Modeling. Not only is he a technology enthusiast and science fiction lover (geek) but also a big fan of arts, such as cinema, photography, and painting.

Guillermo Moncecchi is a Natural Language Processing researcher at the Universidad de la Repblica of Uruguay. He received a PhD in Informatics from the Universidad de la Repblica, Uruguay and a Ph.D in Language Sciences from the Universit Paris Ouest, France. He has participated in several international projects on NLP. He has almost 15 years of teaching experience on Automata Theory, Natural Language Processing, and Machine Learning. He also works as Head Developer at the Montevideo Council and has lead the development of several public services for the council, particularly in the Geographical Information Systems area. He is one of the Montevideo Open Data movement leaders, promoting the publication and exploitation of the city's data.

Trent Hauck is a data scientist living and working in the Seattle area. He grew up in Wichita, Kansas and received his undergraduate and graduate degrees from the University of Kansas. He is the author of the book Instant Data Intensive Apps with pandas How-to, Packt Publishing-a book that can get you up to speed quickly with pandas and other associated technologies.

Edition details

• Publisher: Packt Publishing
• Publication date: 2017
• Language: English
• ISBN 10: 1788833473
• ISBN 13: 9781788833479
• Binding: Paperback
• Number of pages: 530