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Deploying Scalable Machine Learning for Data Science
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2018-11-23 04:06
2024-12-1 22:45
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177.79 MB
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磁力链接
magnet:?xt=urn:btih:0421a839a023a8286fb1120649680d743a1073df
迅雷链接
thunder://QUFtYWduZXQ6P3h0PXVybjpidGloOjA0MjFhODM5YTAyM2E4Mjg2ZmIxMTIwNjQ5NjgwZDc0M2ExMDczZGZaWg==
二维码链接
种子下载(838888不存储任何种子文件)
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种子下载线路2(比特彗星)
种子下载线路3(torcache)
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相关链接
Deploying
Scalable
Machine
Learning
for
Data
Science
文件列表
5.4. Running ML Services in Containers/19.Example Docker build process.mp4
11.13MB
1.Introduction/01.Scaling ML models.mp4
3.21MB
1.Introduction/02.What you should know.mp4
2.52MB
2.1. The Need to Scale ML Models/03.Building and running ML models for data scientists.mp4
9.57MB
2.1. The Need to Scale ML Models/04.Building and deploying ML models for production use.mp4
7.67MB
2.1. The Need to Scale ML Models/05.Definition of scaling ML for production.mp4
7.15MB
2.1. The Need to Scale ML Models/06.Overview of tools and techniques for scalable ML.mp4
9.82MB
3.2. Design Patterns for Scalable ML Applications/07.Horizontal vs. vertical scaling.mp4
6.53MB
3.2. Design Patterns for Scalable ML Applications/08.Running models as services.mp4
2.99MB
3.2. Design Patterns for Scalable ML Applications/09.APIs for ML model services.mp4
8.33MB
3.2. Design Patterns for Scalable ML Applications/10.Load balancing and clusters of servers.mp4
6.57MB
3.2. Design Patterns for Scalable ML Applications/11.Scaling horizontally with containers.mp4
4.66MB
4.3. Deploying ML Models as Services/12.Services encapsulate ML models.mp4
4.45MB
4.3. Deploying ML Models as Services/13.Using Plumber to create APIs for R programs.mp4
6.43MB
4.3. Deploying ML Models as Services/14.Using Flask to create APIs for Python programs.mp4
8.51MB
4.3. Deploying ML Models as Services/15.Best practices for API design for ML services.mp4
1.99MB
5.4. Running ML Services in Containers/16.Containers bundle ML model components.mp4
6.67MB
5.4. Running ML Services in Containers/17.Introduction to Docker.mp4
5.93MB
5.4. Running ML Services in Containers/18.Building Docker images with Dockerfiles.mp4
7.68MB
5.4. Running ML Services in Containers/20.Using Docker registries to manage images.mp4
6.47MB
6.5. Scaling ML Services with Kubernetes/21.Running services in clusters.mp4
4.55MB
6.5. Scaling ML Services with Kubernetes/22.Introduction to Kubernetes.mp4
5.69MB
6.5. Scaling ML Services with Kubernetes/23.Creating a Kubernetes cluster.mp4
7.52MB
6.5. Scaling ML Services with Kubernetes/24.Deploying containers in a Kubernetes cluster.mp4
5.22MB
6.5. Scaling ML Services with Kubernetes/25.Scaling up a Kubernetes cluster.mp4
5.01MB
6.5. Scaling ML Services with Kubernetes/26.Autoscaling a Kubernetes cluster.mp4
1.6MB
7.6. ML Services in Production/27.Monitoring service performance.mp4
3.97MB
7.6. ML Services in Production/28.Service performance data.mp4
4.6MB
7.6. ML Services in Production/29.Docker container monitoring.mp4
2.72MB
7.6. ML Services in Production/30.Kubernetes monitoring.mp4
2.83MB
8.Conclusion/31.Best practices for scaling ML.mp4
3.63MB
8.Conclusion/32.Next steps.mp4
2.17MB
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