عنوان
پدید آورنده
موضوع
رده
QA76.73.P98
QA76
.
73
.
P98
کتابخانه
محل استقرار
1617295604
9781617295607
Data science with Python and Dask /
[Book]
Jesse C. Daniel.
Shelter Island, NY :
Manning Publications,
[2019]
©2019
1 online resource :
illustrations
Includes bibliographical references and index.
Part 1. The building blocks of scalable computing. Why scalable computing matters -- Introducing Dask -- Part 2. Working with structured data using Dask DataFrames. Introducing Dask DataFrames -- Loading data into DataFrames -- Cleaning and transforming DataFrames -- Summarizing and analyzing DataFrames -- Visualizing DataFrames with Seaborn -- Visualizing location data with Datashader -- Part 3. Extending and deploying Dask. Working with bags and arrays -- Machine learning with Dask-ML -- Scaling and deploying Dask.
0
Data Science with Python and Dask teaches you to build scalable projects that can handle massive datasets. After meeting the Dask framework, you'll analyze data in the NYC Parking Ticket database and use DataFrames to streamline your process. Then, you'll create machine learning models using Dask-ML, build interactive visualizations, and build clusters using AWS and Docker.
Safari Books Online
CL0501000064
Data mining.
Electronic data processing-- Distributed processing.
Information visualization.
Python (Computer program language)
Data mining.
Electronic data processing-- Distributed processing.
Information visualization.
Python (Computer program language)
004
23
QA76
.
73
.
P98
Daniel, Jesse C.
20200823050603.0
pn
مطالعه متن کتاب [Book]
Y
