Microsoft
Data Preparation and Evaluation with Copilot
Microsoft

Data Preparation and Evaluation with Copilot

Gain insight into a topic and learn the fundamentals.
Beginner level

Recommended experience

7 hours to complete
3 weeks at 2 hours a week
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Beginner level

Recommended experience

7 hours to complete
3 weeks at 2 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Assess and improve data quality using Copilot's analysis tools

  • Generate synthetic datasets for various applications, such as model training or privacy preservation

  • Clean and prepare data for analysis, automating tasks like formatting, deduplication, and standardization

  • Develop strategies for integrating Copilot into existing data workflows

Details to know

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Recently updated!

September 2024

Assessments

6 assignments

Taught in English

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Build your subject-matter expertise

This course is part of the Microsoft Copilot for Data Science Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate
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Earn a career certificate

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Share it on social media and in your performance review

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There are 3 modules in this course

This module explores how Copilot's natural language processing and generative AI capabilities can be leveraged to assess data quality, identify anomalies, and generate actionable insights for data improvement.

What's included

10 videos6 readings2 assignments

This module dives into using Copilot to generate synthetic datasets for various purposes, exploring its strengths and limitations, and discussing the ethical considerations and potential risks of utilizing synthetic data.

What's included

13 videos4 readings2 assignments

This module focuses on harnessing Copilot's capabilities to automate and streamline data cleaning and preparation tasks, enhancing data quality and readiness for analysis, while minimizing manual effort.

What's included

9 videos4 readings2 assignments1 peer review

Instructor

 Microsoft
Microsoft
137 Courses950,663 learners

Offered by

Microsoft

Recommended if you're interested in Data Analysis

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