This course introduces the fundamentals of high-performance and parallel computing. It is targeted to scientists, engineers, scholars, really everyone seeking to develop the software skills necessary for work in parallel software environments. These skills include big-data analysis, machine learning, parallel programming, and optimization. We will cover the basics of Linux environments and bash scripting all the way to high throughput computing and parallelizing code.
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Introduction to High-Performance and Parallel Computing
コロラド大学ボルダー校（University of Colorado Boulder）このコースについて
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共有できる証明書
修了時に証明書を取得
100%オンライン
自分のスケジュールですぐに学習を始めてください。
初級レベル
約18時間で修了
英語
字幕：英語
柔軟性のある期限
スケジュールに従って期限をリセットします。
共有できる証明書
修了時に証明書を取得
100%オンライン
自分のスケジュールですぐに学習を始めてください。
初級レベル
約18時間で修了
英語
字幕：英語
提供：
コロラド大学ボルダー校（University of Colorado Boulder）
CU-Boulder is a dynamic community of scholars and learners on one of the most spectacular college campuses in the country. As one of 34 U.S. public institutions in the prestigious Association of American Universities (AAU), we have a proud tradition of academic excellence, with five Nobel laureates and more than 50 members of prestigious academic academies.
学位の取得を目指しましょう。
This Course is part of an online degree program offered by the コロラド大学ボルダー校（University of Colorado Boulder）. When you enroll in a for-credit non-degree course through the university and complete it online, it counts as credit hours towards a degree at CU-Boulder. All you have to do is apply through the university.
シラバス - 本コースの学習内容
4時間で修了
High-Performance Computing (HPC) for Non-Computer Scientists
Get to know the basics of an HPC system. Users will learn how to work with common high performance computing systems they may encounter in future efforts. This includes navigating filesystems, working with a typical HPC operating system (Linux), and some of the basic concepts of HPC. We will also provide users some key information that is specific to the logistics of this course.
4時間で修了
9件のビデオ （合計47分）, 2 学習用教材, 3 個のテスト
2時間で修了
Nuts and Bolts of HPC
During this week we will actually begin to use HPC infrastructure. Some concepts we will learn are - how to load software appropriately onto an HPC system, what the different types of nodes a user can expect to encounter on a system, and how to submit a job to conduct work, such as perform calculations.
2時間で修了
6件のビデオ （合計29分）
4時間で修了
Basic Parallelism
In this module, we will introduce users to the nuances of memory on a high performance computing system. We will also cover some ways to conduct work on a system most efficiently. We will also introduce some beginning components of parallel programming.
4時間で修了
6件のビデオ （合計29分）
7時間で修了
Evaluating Parallel Program Performance
In this module, we will continue to review topics related to using a high performance computing system most efficiently, including scaling your workflow measuring how efficient your work on a system is, and how to utilize as much of the computing resource as possible.
7時間で修了
4件のビデオ （合計19分）, 1 学習用教材, 3 個のテスト
レビュー
- 5 stars17.74%
- 4 stars25.80%
- 3 stars19.35%
- 2 stars19.35%
- 1 star17.74%
INTRODUCTION TO HIGH-PERFORMANCE AND PARALLEL COMPUTING からの人気レビュー
JYにより2022年8月15日
The content is a good start for those who had little programing experience. The assignments drove me creazy. Exploring the discussion forum to see hints for assignments will save you a lot of time.
ORにより2021年6月8日
A very good and interesting HPC introduction course!
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