Auto Machine Learning (AutoML) Using AutoGluon

External: Coursera Courses ↗ · Coursera

Open Course on External: Coursera

Free to audit · Opens on External: Coursera

Auto Machine Learning (AutoML) Using AutoGluon

Coursera · Beginner ·📐 ML Fundamentals ·3mo ago
Hello everyone and welcome to this new hands-on project on AutoML with AutoGluon. In this project, we will use a power library known as AutoGluon to train several machine learning models to solve classification type problems. AutoGluon is the library behind Amazon web services autopilot, and it allows for quick prototyping of several powerful models using a few lines of code. You can add this project to your portfolio of projects which is essential for your next job interview.

What You'll Learn

Uses AutoGluon for Auto Machine Learning (AutoML) to solve classification problems

Watch on External: Coursera ↗ (saves to browser)
Sign in to unlock AI tutor explanation · ⚡30

Related AI Lessons

⚡
FastAPI for Production AI: From Notebook to Scalable APIs
Learn to deploy machine learning models to production using FastAPI, bridging the gap from local scripts to scalable APIs
Dev.to AI
 ⚡
FastMCP 3.0 Cut My MCP Server Code in Half. Here’s How.
Learn how FastMCP 3.0 can simplify MCP server code, reducing it by half, and how to apply it in a Python implementation
Medium · Python
 ⚡
Price elasticity model [R]
Learn to build a price elasticity model using machine learning to predict quantity sold based on price and discount at the product group level
Reddit r/MachineLearning
 ⚡
Beyond the Credit Score: What 1.3 Million Loans Reveal About Who Actually Repays
Analyzing 1.3 million loans reveals new insights on who repays loans, beyond traditional credit scores, and how machine learning can improve lending decisions
Medium · Machine Learning
Up next
Learn Deep Learning by Hand (Beginner's Guide - Part 1)
Thu Vu
Watch →