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Teaching Machine Learning Programming in Pandas and Jupyter-Lab by Gómez, Jorge

Teaching Machine Learning Programming in Pandas and Jupyter-Lab

by Jorge Gómez , Velssy Hernández
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Book cover type: Paperback
  • ISBN13: 9786205657232
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Our Knowledge Publishing
  • Publisher Imprint: Our Knowledge Publishing
  • Publication Date:
  • Pages: 80
  • Original Price: USD 66.0
  • Language: English
  • Edition: N/A
  • Item Weight: 127 grams
  • BISAC Subject(s): General

This book is designed for those who wish to enter the world of machine learning, i.e. beginner mode. Initially, data manipulation through dataframes in the Python programming language, embedded in the Jupyter-lab and Pandas framework, will be addressed. Then data will be extracted from csv files to manage them in dataframes. Indexing, selection and allocation, indexing in Pandas, tag-based selection, conditional selection, data allocation, summary functions, maps and grouping and sorting. Finally, we will proceed to program basic supervised learning models such as linear regression with a single variable, linear regression with multiple variables, saving and loading the training model, data management with dummy variables, separation of the training and test data sets.

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