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Build and Operate Machine Learning Solutions with Azure
Coursera
Course
Unknown

Build and Operate Machine Learning Solutions with Azure

Microsoft

Learn to use Azure for building, managing, and deploying machine learning solutions using the Python SDK to develop and monitor advanced models.

Unknown6 weeksEnglish

About this Course

Azure Machine Learning is a cloud platform for training, deploying, managing, and monitoring machine learning models. In this course, you will learn how to use the Azure Machine Learning Python SDK to create and manage enterprise-ready ML solutions. This is the third course in a five-course program that prepares you to take the DP-100: Designing and Implementing a Data Science Solution on Azurecertification exam. The certification exam is an opportunity to prove knowledge and expertise operate

What You'll Learn

  • Use Azure ML Python SDK to create and manage solutions
  • Work with data and compute resources on Azure
  • Train models and protect sensitive data
  • Orchestrate pipelines and deploy real-time ML services

Prerequisites

  • Basic Python programming skills
  • Fundamental machine learning concepts
  • Cloud computing experience is advantageous

Instructors

Microsoft

Topics

Cloud Computing
Responsible AI
Data Pipelines
Model Deployment
MLOps (Machine Learning Operations)
Data Preprocessing
Databricks
Performance Tuning
Data Ethics
Continuous Monitoring

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

الحوسبة السحابية
التعلم الآلي
تنسيق البيانات
نشر النماذج
عمليات التعلم الآلي (MLOps)
تحسين الأداء
Databricks
Performance Tuning
Data Ethics
Continuous Monitoring

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