By the end of this project, you will learn how to build a spam detector using machine learning & launch it as a serverless API using AWS Elastic Beanstalk technology. You will be using the Flask python framework to create the API, basic machine learning methods to build the spam detector & AWS desktop management console to deploy the spam detector into the AWS cloud servers. Additionally, you will learn more about how to switch between different versions of your web application & also, monitoring your AWS servers using Elastic Beanstalk Desktop Management Console.
Deploy Machine Learning Model into AWS Cloud Servers
Taught in English
Instructor: Sandesh Belthangady
2,578 already enrolled
Included with
Guided Project
Recommended experience
(47 reviews)
What you'll learn
Build a machine learning-based spam detector API
Deploy the machine learning application into AWS virtual servers.
Skills you'll practice
Details to know
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Guided Project
Recommended experience
(47 reviews)
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Learn, practice, and apply job-ready skills in less than 2 hours
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- Gain hands-on experience solving real-world job tasks
- Build confidence using the latest tools and technologies
About this Guided Project
Learn step-by-step
In a video that plays in a split-screen with your work area, your instructor will walk you through these steps:
Create a Flask application
Create a RESTful API - GET/POST Method
Build a spam detector ML model
Build a spam detector API
Launch an AWS EC2 instance(Virtual Server) using AWS Elastic Beanstalk.
Deploy your ML model(API) into AWS virtual servers.
Perform additional AWS Elastic Beanstalk actions: Application versioning, Server logs, Server performance monitoring & Terminate the server.
Recommended experience
Learners with basic python & machine learning hands-on experience would be ideal.
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How you'll learn
Skill-based, hands-on learning
Practice new skills by completing job-related tasks.
Expert guidance
Follow along with pre-recorded videos from experts using a unique side-by-side interface.
No downloads or installation required
Access the tools and resources you need in a pre-configured cloud workspace.
Available only on desktop
This Guided Project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.
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Frequently asked questions
By purchasing a Guided Project, you'll get everything you need to complete the Guided Project including access to a cloud desktop workspace through your web browser that contains the files and software you need to get started, plus step-by-step video instruction from a subject matter expert.
Because your workspace contains a cloud desktop that is sized for a laptop or desktop computer, Guided Projects are not available on your mobile device.
Guided Project instructors are subject matter experts who have experience in the skill, tool or domain of their project and are passionate about sharing their knowledge to impact millions of learners around the world.