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Developing Kaggle Notebooks
book

Developing Kaggle Notebooks

by Gabriel Preda
December 2023
Intermediate to advanced
370 pages
8h 20m
English
Packt Publishing
Content preview from Developing Kaggle Notebooks

Index

A

aggregated functions

features derived, calculating from 248-252

Audio Video Interleave (AVI) 267

B

baseline model

building 64-66, 223-227, 257-262

Basic Linear Algebra Subprograms (BLAS) 246, 247

bee subspecies, classification 174

baseline model, building 177-182

data augmentation 176, 177

data, splitting 175, 176

model, refining iteratively 182-186

bee subspecies, data exploration 154

data, grouping in single dataset by locations 159-161

date and time 162-164

image data, exploring 156-159

images, with bees carrying pollen and not carrying pollen 172

quality checks 154, 155

subspecies 164-169

Black, Indigenous, and People of Color (BIPOC) 13

borrower demographic 125-128

C

CascadeObjectDetector class 271

Central Processing Unit (CPU) ...

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Publisher Resources

ISBN: 9781805128519