Solving ML Regression Problems with AWS AutoGluon

External: Coursera Courses ↗ · Coursera

Open Course on External: Coursera

Free to audit · Opens on External: Coursera

Solving ML Regression Problems with AWS AutoGluon

Coursera · Beginner ·☁️ DevOps & Cloud ·3mo ago

Skills: ML Pipelines80%

Key Takeaways

Solving machine learning regression problems using AWS AutoGluon

Original Description

Hello everyone and welcome to this new hands-on project on Machine Learning Regression with Amazon Web Services (AWS) AutoGluon. In this project, we will train several regression models using a super powerful library known as AutoGluon. AutoGluon is the library behind AWS SageMaker autopilot and it allows for quick prototyping of several powerful models using a few lines of code.

Watch on External: Coursera ↗ (saves to browser)

Sign in to unlock AI tutor explanation · ⚡30

More on: ML Pipelines

View skill →

Building a Dog Breed Identifier App from scratch - DogNet

Building a Dog Breed Identifier App from scratch - DogNet

Aladdin Persson

Complete Dockers For Data Science Tutorial In One Shot

Complete Dockers For Data Science Tutorial In One Shot

Part 6 | Deploy ML Model on Kubernetes | Auto-Scaling with HPA and Monitoring with Prometheus

Part 6 | Deploy ML Model on Kubernetes | Auto-Scaling with HPA and Monitoring with Prometheus

Abonia Sojasingarayar

Vertex Pipelines: Qwik Start

Coding a Multimodal (Vision) Language Model from scratch in PyTorch with full explanation

Coding a Multimodal (Vision) Language Model from scratch in PyTorch with full explanation

Automate R scripts with GitHub Actions: Deploy a model

Related Reads

Your Infrastructure Has Bugs Too: Scanning Terraform with Checkov (IaC SAST)

Scan your Terraform infrastructure as code for vulnerabilities using Checkov, a static application security testing tool

Dev.to · DAYAN ELVIS JAHUIRA PILCO

Ninety Lines of Terraform, One Whole AWS Network

Learn to create a whole AWS network with just 90 lines of Terraform code and understand the key components involved

Medium · DevOps

A write is not just a write

Learn how to optimize your GitHub workflow by understanding the nuances of writes and their impact on your development process

Dev.to · David Loibner

What's All Am I Hosting? Full Infrastructure Breakdown

Learn how to host your entire online presence for free using self-hosted infrastructure and free tiers

Dev.to · Shubham

Containers on Amazon ECS with Mama J