Lynda DevOps for Data Scientists | F07EB5BF31CA2CFFF54765FCD8BE683B372E09A8

Lynda DevOps for Data Scientists

Name	Lynda - DevOps for Data Scientists	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	56.1 MB
Total Files	34
Hash	F07EB5BF31CA2CFFF54765FCD8BE683B372E09A8

/4.3. Deployment Practices/
12.Securing the data science models in production.mp4	6.2 MB
10.Deploying to staging environment.en.srt	2.0 KB
10.Deploying to staging environment.mp4	1.8 MB
11.Canary deployments.en.srt	2.3 KB
11.Canary deployments.mp4	1.8 MB
12.Securing the data science models in production.en.srt	7.7 KB
13.Monitoring models in production.en.srt	4.4 KB
13.Monitoring models in production.mp4	4.5 MB
/1.Introduction/
01.Welcome.mp4	4.2 MB
02.Target audience.en.srt	1.1 KB
02.Target audience.mp4	831.7 KB
01.Welcome.en.srt	2.2 KB
/2.1. Data Science Development Practices/
03.Data science and software engineering.en.srt	2.6 KB
03.Data science and software engineering.mp4	2.8 MB
04.Collecting and munging data.en.srt	4.4 KB
04.Collecting and munging data.mp4	4.1 MB
05.Experimenting with data, features, and algorithms.en.srt	2.7 KB
05.Experimenting with data, features, and algorithms.mp4	4.5 MB
06.Testing and validating models.en.srt	2.9 KB
06.Testing and validating models.mp4	2.6 MB
/3.2. Data Science Models to Production/
07.Version control for data science models.en.srt	4.7 KB
07.Version control for data science models.mp4	4.3 MB
08.Predictive Model Markup Language.en.srt	3.4 KB
08.Predictive Model Markup Language.mp4	4.0 MB
09.Deploying models with automation tools.en.srt	2.6 KB
09.Deploying models with automation tools.mp4	2.2 MB
/5.4. Data Science Models in Containers/
14.Introduction to Docker.en.srt	2.7 KB
14.Introduction to Docker.mp4	2.5 MB
15.Creating a Dockerfile for data science models.en.srt	4.2 KB
15.Creating a Dockerfile for data science models.mp4	3.6 MB
16.Data science Docker image repository.en.srt	2.6 KB
16.Data science Docker image repository.mp4	3.5 MB
/6.Conclusion/
17.Overview of DevOps best practices for data science.en.srt	3.0 KB
17.Overview of DevOps best practices for data science.mp4	2.6 MB
Total files 34