Ensemble Learning for AI Developers

Ensemble Learning for AI Developers

  • Author: Alok Kumar
  • ISBN: 1484259394
  • Year: 2020
  • Pages: 136
  • Language: English
  • File size: 3.2 MB
  • File format: PDF, ePub
  • Category: Programming

Book Description:

Ensemble Learning to AI Developers starts you at the start with a historical overview and explains key outfit methods and why they’re wanted. Authors Kumar and Jain provide best practices to guide you in combining models and utilizing tools to boost the performance of your system learning endeavors. They instruct you how you can effectively apply outfit concepts such as piling and fostering and to utilize popular libraries such as Keras, Scikit Learn, TensorFlow, PyTorch, and Microsoft LightGBM. Tips are introduced to employ outfit learning in different data science issues, including time-series data, imaging information, and NLP. Recent improvements in ensemble learning have been discussed. Sample code is given in the form of scripts and the IPython notebook.


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