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Data Preparation and Evaluation with Copilot
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Data Preparation and Evaluation with Copilot

This course is part of Microsoft Copilot for Data Science.

Course Cost

Free course

Beginner

Skill Level

6 Hours

Self-paced lessons

This course equips you with the skills to use Microsoft Copilot for streamlining data preparation and evaluation tasks. You'll master how to leverage generative AI and natural language processing capabilities to assess data quality, identify anomalies, and generate actionable insights. The curriculum covers synthetic data generation for various applications including model training and privacy preservation, helping you understand both the techniques and ethical considerations involved. You'll also learn to automate data cleaning processes, saving valuable time while improving data quality. Through practical demonstrations and hands-on assignments, you'll develop strategies for seamlessly integrating Copilot into existing data workflows, ultimately becoming a more efficient and effective data professional.

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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

  • Master anomaly detection techniques using generative AI

  • Optimize data quality to improve business outcomes

Skills you'll gain

Data Quality Assessment
Synthetic Data Generation
Data Cleaning
Microsoft Copilot
Anomaly Detection
Data Preparation
Generative AI
Natural Language Processing

This course includes:

2.35 Hours PreRecorded video

6 assignments

Access on Mobile, Tablet, Desktop

FullTime access

Shareable certificate

Get a Completion Certificate

Share your certificate with prospective employers and your professional network on LinkedIn.

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Certificate
Certificate

Get a Completion Certificate

Share your certificate with prospective employers and your professional network on LinkedIn.

CREATED BY

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PROVIDED BY

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Top companies offer this course to their employees

Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.

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There are 3 modules in this course

This course provides a comprehensive introduction to using Microsoft Copilot for data preparation and evaluation tasks. It is structured into three main modules that cover essential skills for modern data professionals. The first module focuses on data quality evaluation using generative AI, teaching students how to assess data quality, identify anomalies, and generate insights for improvement. The second module explores synthetic data generation, including techniques, applications, and ethical considerations. The final module covers data cleaning and preparation, demonstrating how to automate tedious tasks and optimize workflows. Throughout the course, students learn practical applications through demonstrations and hands-on assignments that prepare them to integrate Copilot effectively into their data science workflows.

Data quality evaluation with generative AI and Copilot

Module 1 · 2 Hours to complete

Synthetic data generation with Copilot

Module 2 · 2 Hours to complete

Data cleaning and preparation with Copilot

Module 3 · 2 Hours to complete

Fee Structure

Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Microsoft Copilot for Data Science

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Faculties

These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.

Data Preparation and Evaluation with Copilot

Beginner

Skill Level

6 Hours

Self-paced lessons

Course Cost

Free course

Completion

CERTIFICATE

Frequently asked Questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.