# Parallel Computing and Scientific Machine Learning

Posts from Parallel Computing and Scientific Machine Learning, via the RSS Amplifier directory.

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## [Basic Parameter Estimation, Reverse-Mode AD, and Inverse Problems](https://www.youtube.com/watch?v=XQAe4pEZ6L4)

_2020-10-23 · Parallel Computing and Scientific Machine Learning_

## [Solving Stiff Ordinary Differential Equations](https://www.youtube.com/watch?v=bY2VCoxMuo8)

_2020-10-15 · Parallel Computing and Scientific Machine Learning_

## [Forward-Mode Automatic Differentiation (AD) via High Dimensional Algebras](https://www.youtube.com/watch?v=zHPXGBiTM5A)

_2020-10-09 · Parallel Computing and Scientific Machine Learning_

## [Ordinary Differential Equations 2: Discretizations and Stability](https://www.youtube.com/watch?v=HMmOk9GIhsw)

_2020-10-06 · Parallel Computing and Scientific Machine Learning_

## [Ordinary Differential Equations 1: Applications and Solution Characteristics](https://www.youtube.com/watch?v=riAbPZy9gFc)

_2020-10-06 · Parallel Computing and Scientific Machine Learning_

## [The Different Flavors of Parallelism: Parallel Programming Models](https://www.youtube.com/watch?v=EP5VWwPIews)

_2020-09-25 · Parallel Computing and Scientific Machine Learning_

## [The Basics of Single Node Parallel Computing](https://www.youtube.com/watch?v=eca6kcFntiE)

_2020-09-22 · Parallel Computing and Scientific Machine Learning_

## [How Loops Work 2: Computationally-Efficient Discrete Dynamics](https://www.youtube.com/watch?v=AXHLyHfyEuA)

_2020-09-16 · Parallel Computing and Scientific Machine Learning_

## [How Loops Work 1: An Introduction to the Theory of Discrete Dynamical Systems](https://www.youtube.com/watch?v=GhBARuHEydM)

_2020-09-16 · Parallel Computing and Scientific Machine Learning_

## [Introduction to Scientific Machine Learning 1: Deep Learning as Function Approximation](https://www.youtube.com/watch?v=C3vf9ZFYbjI)

_2020-09-10 · Parallel Computing and Scientific Machine Learning_

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_2020-09-10 · **Sponsored**_

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## [Introduction to Scientific Machine Learning 2: Physics-Informed Neural Networks](https://www.youtube.com/watch?v=hKHl68Fdpq4)

_2020-09-10 · Parallel Computing and Scientific Machine Learning_

## [Optimizing Serial Code in Julia 1: Memory Models, Mutation, and Vectorization](https://www.youtube.com/watch?v=M2i7sSRcSIw)

_2020-09-03 · Parallel Computing and Scientific Machine Learning_

## [Getting Started with Julia (for Experienced Programmers)](https://www.youtube.com/watch?v=-lJK92bEKow)

_2020-09-03 · Parallel Computing and Scientific Machine Learning_

## [Optimizing Serial Code in Julia 2: Type inference, function specialization, and dispatch](https://www.youtube.com/watch?v=10_Ukm9wr9g)

_2020-09-03 · Parallel Computing and Scientific Machine Learning_

## [Parallel Computing and Scientific Machine Learning Course: Syllabus](https://www.youtube.com/watch?v=3IoqyXmAAkU)

_2020-09-01 · Parallel Computing and Scientific Machine Learning_