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AWS AutoGluon for ML Classification
Coursera
Guided Project
Unknown

AWS AutoGluon for ML Classification

Coursera

Learn to train and classify machine learning models using AWS AutoGluon, a powerful library for rapid prototyping of classification algorithms, in a hands-on project.

Unknown1 weeksEnglish

About this Course

Hello everyone and welcome to this new hands-on project on ML classification with AWS AutoGluon. In this project, we will train several machine learning classifiers to detect and classify disease using a super powerful library known as AutoGluon. AutoGluon is the library behind Amazon Web Services (AWS) autopilot and it allows for quick prototyping of several powerful models using a few lines of code

What You'll Learn

  • Leverage AWS AutoGluon to prototype several machine learning classification algorithms
  • Evaluate several trained classifier models performance by visualizing a model leaderboard
  • Understand various AWS AutoGluon presets

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
Cloud Computing
Information Technology
Machine Learning Methods
AWS SageMaker
Applied Machine Learning
Python Programming
Predictive Modeling
Amazon Web Services

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

التعلم الآلي
علوم البيانات
الحوسبة السحابية
تكنولوجيا المعلومات
طرق التعلم الآلي
AWS SageMaker
التعلم الآلي التطبيقي
برمجة بايثون
Predictive Modeling
Amazon Web Services

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