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Developing Machine Learning Solutions
Coursera
Course
Unknown

Developing Machine Learning Solutions

Amazon Web Services

Learn the machine learning lifecycle and how to use AWS services at each stage, including model sourcing, evaluation techniques, and the role of MLOps in deployment.

Unknown1 weeksEnglish7,084 enrolled

About this Course

In this machine learning course, you will learn about the machine learning lifecycle, and how to use AWS services at every stage. Additionally, you will discover the diverse sources for machine learning models and learn techniques to evaluate their performance. You will also understand the importance of machine learning operations (MLOps) in streamlining the development and deployment of your machine learning projects.

What You'll Learn

  • Understand the machine learning lifecycle
  • Apply AWS services at each machine learning stage
  • Discover diverse sources for machine learning models
  • Learn evaluation techniques for model performance
  • Understand the role of MLOps in project development
  • Deploy machine learning projects effectively

Prerequisites

  • Basic computer and internet skills
  • Ability to follow simple course instructions in English

Instructors

A

AWS Instructor

Topics

Machine Learning
Data Science
Applied Machine Learning
Amazon Web Services
Predictive Modeling
MLOps (Machine Learning Operations)
AWS SageMaker
Model Deployment
Model Evaluation

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

تعلم الآلة
علوم البيانات
تعلم الآلة التطبيقي
خدمات أمازون ويب سيرفيسز
نمذجة تنبؤية
عمليات تعلم الآلة
AWS SageMaker
نشر النماذج
Model Evaluation

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