February 2021
Beginner to intermediate
478 pages
8h 38m
English
Content preview from Python Data Analysis - Third Edition
Section 4: NLP, Image Analytics, and Parallel Computing
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The main objective of this section is to get an overview of NLP, image analytics, and parallel computing. NLP skills comprise text preprocessing, sentiment analysis, and text similarity using NLTK and SpaCy. Image analytics comprises image processing and face detection using OpenCV. This section also focuses on the parallel computation of DataFrames, arrays, and machine learning algorithms.
This section includes the following chapters:
- Chapter 12, Analyzing Textual Data
- Chapter 13, Analyzing Image Data
- Chapter 14, Parallel Computing Using Dask
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