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Mayank Jain

Ensemble Learning for AI Developers

Learn Bagging, Stacking, and Boosting Methods with Use Cases

Buch

Use ensemble learning techniques and models to improve your machine learning results.Ensemble Learning for AI Developers starts you at the beginning with an historical overview and explains key ensemble techniques and why they are needed. You then will learn how to change training data using bagging, bootstrap aggregating, random forest models, and cross-validation methods. Authors Kumar and Jain provide best practices to guide you in combining models and using tools to boost performance of your machine learning projects. They teach you how to effectively implement ensemble concepts such as stacking and boosting and to utilize popular librari… Mehr

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Produktdetails


Weitere Autoren: Kumar, Alok
  • ISBN: 978-1-4842-5939-9
  • EAN: 9781484259399
  • Produktnummer: 34138664
  • Verlag: Apress
  • Sprache: Englisch
  • Erscheinungsjahr: 2020
  • Seitenangabe: 152 S.
  • Masse: H23.3 cm x B15.4 cm x D1.7 cm 250 g
  • Auflage: 1st ed
  • Abbildungen: Paperback
  • Gewicht: 250

Über den Autor


Alok Kumar is an AI practitioner and innovation lead at Publicis Sapient. He has extensiveexperience in leading strategic initiatives and driving cutting-edge, fast-paced innovations. He won several awards and he is passionate about democratizing AI knowledge. He manages multiple non- profit learning and creative groups in NCR.Mayank Jain currently works as Manager Technology at the Publicis Sapient Innovation Lab Kepler as an AI/ML expert. He has more than 10 years of industry experience working on cutting-edge projects to make computers see and think using techniques such as deep learning, machine learning, and computer vision. He has written several international publications, holds patents in his name, and has been awarded multiple times for his contributions.

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