Data Science in Production: Building Scalable Model Pipelines
Advanced
110 Lessons
8h
Certificate of Completion
Course Overview
The goal of this course is to provide you with a set of tools that can be used to build predictive model services for product teams. In this course, you’ll start by covering the different cloud environments and tools for building scalable data and model pipelines. ...Show More
Course Contents
Introduction to Building Scalable Model Pipelines
18 Lessons
Models as Web Endpoints
12 Lessons
Models as Serverless Functions
17 Lessons
Containers for Reproducible Models
9 Lessons
Workflow Tools for Model Pipelines
10 Lessons
PySpark for Batch Pipelines
25 Lessons
Cloud Dataflow for Batch Modeling
8 Lessons
Streaming Model Workflows
10 Lessons
Course Conclusion
1 Lesson
How You'll Learn
You don’t get better at swimming by watching others. Coding is no different. Practice as you learn with live code environments inside your browser.
Videos are holding you back. The average video tutorial is spoken at 150 words per minute, while you can read at 250. That‘s why our courses are text-based.
Start learning immediately instead of fiddling with SDKs and IDEs. It‘s all on the cloud.
Built-in assessments let you test your skills. Completion certificates let you show them off.
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AFTER FINISHING THIS COURSE