ML Software Engineering

by We Cloud Data Claim Listing

This module teaches students the necessary software engineering skills for model deployment. Students will learn the basics of web applications, REST APIs, model serving, and inference.

Price : Enquire Now

Contact the Institutes

Fill this form

Advertisement

We Cloud Data Logo

img Duration

Please Enquire

Course Details

This module teaches students the necessary software engineering skills for model deployment. Students will learn the basics of web applications, REST APIs, model serving, and inference.

Students will not only learn how to create inference APIs but also how to deploy the prediction services in a local Docker container, AWS Lambda, Sagemaker, and AWS ECS/Fargate. The scaling part will be introduced in a later module.

 

Learning Outcomes

  • Learn the fundamentals of web applications and Microservices

  • Learn how to build and deploy basic Python-based applications using FastAPI and Flask

  • Learn how to create an inference API using FastAPI

  • Learn how to package and structure ML projects

  • Learn how to deploy ML Models in different types of infrastructures

 

Key Skill:

Model Serving, Prediction Service, Inference API, Model Deployment

  • Toronto Branch

    433 Yonge St, 2nd Floor, Toronto

Check out more Software Testing courses in Canada

HiTech Institute Logo

Software Testing & Quality Certification

Software Testing & Quality Certification courses are offered by HiTech Institute. HiTech Institute offers courses in three settings: traditional state-of-the art classrooms, on-site at your office, and virtual learning opportunities.

by HiTech Institute [Claim Listing ]
Canadian College of Business, Science and Technology (CCBST) Logo

Software Quality Assurance Professional

With the Software Quality Assurance (SAQ102) Certificate, you’ll learn how to prevent mistakes or defects in manufactured products and avoid problems when delivering solutions or services to customers.

by Canadian College of Business, Science and Technology (CCBST) [Claim Listing ]
Technologia IT Group Inc Logo

Software Testing: Establishing A Team In The Organization

This training presents the test management approach to apply within your projects as well as the steps to follow to implement an efficient testing team.

by Technologia IT Group Inc [Claim Listing ]
ProTech Training Logo

Appium Training—Mobile Test Automation Workshop

This workshop is designed to teach participants how the functionality of Appium and how to begin the process of building an automated framework. Upon successful completion of the workshop, the candidate will receive a Certificate of Achievement.

by ProTech Training [Claim Listing ]
Roicians Logo

Software Testing Training

This course is intended to provide both communication and technical learning. QA interview preparation is a major part of this training. We have a team of working professionals and recruiters to prepare for software testing jobs.

by Roicians [Claim Listing ]

© 2024 coursetakers.com All Rights Reserved. Terms and Conditions of use | Privacy Policy