MICRO-COURSE

High-Performance & Scientific Computing

High-Performance & Scientific Computing: 10 short lessons, one for each concept. Parallel algorithms, distributed computing clusters, GPU programming, vectorization, message passing, numerical simulation, scientific workflows, numerical stability, performance profiling, and heterogeneous computing.

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Parallel algorithms, distributed computing clusters, GPU programming, vectorization, message passing, numerical simulation, scientific workflows, numerical stability, performance profiling, and heterogeneous computing.

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10 results1–10

Lesson

Parallel algorithms

A short lesson on parallel algorithms from the High-Performance & Scientific Computing micro course: what it is, where it shows up in real systems, and a practical example you can apply.

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Lesson

Distributed computing clusters

A short lesson on distributed computing clusters from the High-Performance & Scientific Computing micro course: what it is, where it shows up in real systems, and a practical example you can apply.

Open lesson

Lesson

GPU programming

A short lesson on GPU programming from the High-Performance & Scientific Computing micro course: what it is, where it shows up in real systems, and a practical example you can apply.

Open lesson

Lesson

Vectorization

A short lesson on vectorization from the High-Performance & Scientific Computing micro course: what it is, where it shows up in real systems, and a practical example you can apply.

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Lesson

Message passing

A short lesson on message passing from the High-Performance & Scientific Computing micro course: what it is, where it shows up in real systems, and a practical example you can apply.

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Lesson

Numerical simulation

A short lesson on numerical simulation from the High-Performance & Scientific Computing micro course: what it is, where it shows up in real systems, and a practical example you can apply.

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Lesson

Scientific workflows

A short lesson on scientific workflows from the High-Performance & Scientific Computing micro course: what it is, where it shows up in real systems, and a practical example you can apply.

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Lesson

Numerical stability

A short lesson on numerical stability from the High-Performance & Scientific Computing micro course: what it is, where it shows up in real systems, and a practical example you can apply.

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Lesson

Performance profiling

A short lesson on performance profiling from the High-Performance & Scientific Computing micro course: what it is, where it shows up in real systems, and a practical example you can apply.

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Lesson

Heterogeneous computing

A short lesson on heterogeneous computing from the High-Performance & Scientific Computing micro course: what it is, where it shows up in real systems, and a practical example you can apply.

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High-Performance & Scientific Computing

Recorded video

Start with the topic guide.

Concept scope

Prepare a focused example

Check your understanding

Need a walkthrough?Stay with this topic.

Request a live session for this topic.

Explore 10 focused topics.

Parallel algorithms

Distributed computing clusters

GPU programming

Vectorization

Message passing

Numerical simulation

Scientific workflows

Numerical stability

Performance profiling

Heterogeneous computing

Need a walkthrough?
Stay with this topic.