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Description
Scaling Python with DaskModern systems contain multi core CPUs and GPUs that have the potential for parallel computing. But many scientific Python tools were not designed to leverage this parallelism. With this short but thorough resource, data scientists and Python programmers will learn how the Dask open source library for parallel computing provides APIs that make it easy to parallelize PyData libraries including NumPy, pandas, and scikit learn. Authors Holden Karau and
Modern systems contain multi-core CPUs and GPUs that have the potential for parallel computing. But many scientific Python tools were not designed to leverage this parallelism. With this short but thorough resource, data scientists and Python programmers will learn how the Dask open source library for parallel computing provides APIs that make it easy to parallelize PyData libraries including NumPy, pandas, and scikit-learn.Authors Holden Karau and Mika Kimmins show you how to use Dask computations in local systems and then scale to the cloud for heavier workloads. This practical book explains why Dask is popular among industry experts and academics and is used organizations that include Walmart, Capital One, Harvard Medical School, and NASA.With this book, you'll learn: What Dask is, where you can use it, and how it compares with other tools How to use Dask for batch data parallel processing Key distributed system concepts for working with Dask Methods for using Dask with higher-level APIs and building blocks How to work with integrated libraries such as scikit-learn, pandas, and PyTorch How to use Dask with GPUsShipping Notes
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4.2 ★★★★★
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Product Reviews
★★★★★ 4
Very Sturdy Forks
Number of Items: 500
These forks are very sturdy and similar in quality to Dixie heavyweight forks. They are hard plastic, not maleable, so they hold up well to hot food and can be used to "cut" foods such as lasagna. Good product.
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Reviewed in the United States on March 4, 2019
★★★★★ 5
Good product not “comfy” package
Number of Items: 500, Number of Items: 500
Sturdy forks but be careful when opening. Amazon package and product box were damaged. A mess.
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Reviewed in the United States on August 3, 2024
★★★★★ 5
Two packs no breaks
Number of Items: 500
I've ordered two packs of these now for lunch. Over the course of 2 years. Works very well. Never had a fork break. Biggest complaint with other brands is I've had forks break.
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Reviewed in the United States on February 21, 2024
★★★★★ 5
Great Plastic Forks
Number of Items: 500
These are a very good disposable fork. They are great for using while entertaining and no clean up! Very durable.
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Reviewed in the United States on July 29, 2023
★★★★★ 5
Sturdy and strong
Number of Items: 500
For plasticware and the price these were amazing. I was surprised they were sturdy and durable. I do not think any broke at the picnic.
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Reviewed in the United States on May 15, 2024