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Auto Machine Learning Using AutoGluon
Coursera
Guided Project
Unknown

Auto Machine Learning Using AutoGluon

Coursera

Hands-on project using AutoGluon library to quickly train multiple classification machine learning models with minimal coding effort.

Unknown1 weeksEnglish

About this Course

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

  • Understand AWS AutoGluon presets
  • Perform AutoML and prototype ML classifiers
  • Evaluate trained models using leaderboard visualization

Prerequisites

  • Basic familiarity with the software or workflow used in the project
  • Ability to follow step-by-step instructions in English

Instructors

R

Ryan Ahmed

Adjunct Professor & AI Enthusiast

Topics

Machine Learning
Data Science
Data Analysis
Prototyping
Applied Machine Learning
Python Programming
Model Evaluation
Classification Algorithms
AWS SageMaker

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

تعلم الآلة
علوم البيانات
تحليل البيانات
النمذجة الأولية
التعلم الآلي التطبيقي
برمجة بايثون
تقييم النماذج
خوارزميات التصنيف
AWS SageMaker

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