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Follow a Machine Learning Workflow
Coursera
Course
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Follow a Machine Learning Workflow

CertNexus

Machine learning is not just a single task or even a small group of tasks; it is an entire process, one that practitioners must follow from beginning to end. It is this process—also called a workflow—that enables the organization to get the most useful results out of their machine learning technologies. No matter what form the final product or service takes, leveraging the workflow is key to the success of the business's AI solution. This second course within the Certified Artificial Intellige

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About this Course

Machine learning is not just a single task or even a small group of tasks; it is an entire process, one that practitioners must follow from beginning to end. It is this process—also called a workflow—that enables the organization to get the most useful results out of their machine learning technologies. No matter what form the final product or service takes, leveraging the workflow is key to the success of the business's AI solution. This second course within the Certified Artificial Intellige

What You'll Learn

  • Collect and prepare a dataset to use for training and testing a machine learning model.
  • Analyze a dataset to gain insights.
  • Set up and train a machine learning model as needed to meet business requirements.
  • Communicate the findings of a machine learning project back to the organization.

Instructors

S

Stacey McBrine

CertNexus

Topics

خوارزميات التعلم الآلي
الذكاء الاصطناعي والتعلم الآلي (AI/ML)
هندسة الميزات
معالجة البيانات المسبقة
النمذجة التنبؤية
جمع البيانات
الإحصاء الوصفي
تنظيف البيانات
تقييم النموذج
إدارة العمليات

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

خوارزميات التعلم الآلي
الذكاء الاصطناعي والتعلم الآلي (AI/ML)
هندسة الميزات
معالجة البيانات المسبقة
النمذجة التنبؤية
جمع البيانات
الإحصاء الوصفي
تنظيف البيانات
تقييم النموذج
إدارة العمليات

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