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Deploying Machine Learning in AWS Lambda

  • Learn how to serve machine learning from AWS Lambda.Understand the AWS Lambda service, set it up, and learn how to deploy ML in Lambda in minutes without provisioning or managing infrastructure.


Created by Selva Prabhakaran

  • English

  • English captions

Validity Period: 365 days

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  •  Course Certificate
  • Code Walkthroughs
  • Practice Data
  • Money Back if not satisfied
  • Algorithms explanation
  • 2h 26m of Self-paced videos
  • Downloadable resources
  • Q&A sessions with experts

What you will learn

01

What is AWS
Lambda

02

How to modify ML models in order to host in AWS Lambda

03

How to write Lambda
handler functions

04

How to debug the lambda
functions

05

How to manage dependencies

06

Serving Logistic regression and Decision trees examples

Course Curriculum

1 Module      |    13 Sessions     |    1 hour 7 min Total Time  

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Deploy in AWS Lambda

Sessions: 13 | Time: 1 hour 7 min expand_more

Requirements

  • Courses Page1 Basics of Python
  • Courses Page1 Foundational knowledge of Data Science
  • Courses Page1 High school maths

Who should attend this course?

  • Data Science Aspirants

  • Data Science Professionals

  • Professionals working with large datasets

  • Software/Data engineers interested in quantitative analysis

  • Data analysts, economists, researchers

Instructor

Selva Prabhakaran Principal Data Scientist

My name is Selva, and I am super excited to mentor you on this project!
I head the Data Science team for a global Fortune 500 company and over the last 10 years of my data science experience I’ve deployed 20+ global products. I’m also the Founder & Chief Author of Machine Learning Plus, which has over 4M annual readers.
I specialize in covering the in-depth intuition and maths of any concept or algorithm. And based on my existing student requests, I’ve put up the series of courses and projects with detailed explanations – just like an on the job experience. Hope you love it!

  • 4.5+Instructor rating

  • 200+ reviews

  • 10K+students

  • 15+ Courses

Validity Period: 365 days

Get Subscription

Already Subscribed? Click here to access your courses

  •  Workshop Certificate
  • Code Walkthroughs
  • Practice Data
  • Money Back if not satisfied
  • Algorithms explanation
  • 2h 26m of Self-paced videos
  • Downloadable resources
  • Q&A sessions with experts