Distributed Machine Learning books

manning.com / catalog / Data Science / Machine Learning / Distributed Machine Learning

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Modern CSS for a Portfolio Page

Modern CSS for a Portfolio Page

Martine Dowden , 2024

$69.99 $48.99

Distributed Machine Learning Patterns

Distributed Machine Learning Patterns

Yuan Tang , 2023

$47.99 $33.59

Deploy ML Models in Production with Ray

Deploy ML Models in Production with Ray

Delio D'Anna , 2022

$59.99 $41.99

1

Discover the power of distributed machine learning, where computational resources are harnessed across multiple systems to tackle complex data challenges at scale. Learn essential architectural patterns, deployment strategies, and optimization techniques for building robust ML pipelines that can process massive datasets efficiently. Master the fundamentals of distributed computing frameworks, parallel processing, and resource management while implementing production-ready machine learning solutions that deliver high performance and reliability. Gain practical insights into orchestrating ML workflows, managing distributed training, and optimizing model serving across clusters.

Keyword

Category

Software Development

Programming Languages and Styles

Machine Learning

Computer Vision

Distributed Machine Learning

Fraud Detection

Natural Language Processing

Automated Machine Learning

Evolutionary Computation

Interpretable Machine Learning

Knowledge Graphs

Machine Learning Algorithms

Machine Learning Optimization

Probabilistic Programming

Quantum Computing/Programming

Embedded Machine Learning

Data Engineering

Leadership and Careers

Type

book

video

audio

liveproject

Published or MEAP

published

meap

Language

Level

beginner

intermediate

advanced

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