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CERTIFICATE
Advanced Data Analysis with Generative AI
This course is part of Microsoft Generative AI for Data Analysis Certificate.
Course Cost
Free course
Intermediate
Skill Level
15 Hours
Self-paced lessons
This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full Microsoft Generative AI for Data Analysis Professional Certificate program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.
What you'll learn
Perform predictive analysis using generative AI tools to forecast trends and outcomes
Conduct time-series analysis and forecasting with AI assistance for sequential data
Extract insights from text data using generative AI and NLP technologies
Identify and analyze anomalies and outliers in datasets using AI algorithms
Create automated, AI-enhanced data analysis reports and documentation
Streamline the data analysis workflow with generative AI assistance
Skills you'll gain
This course includes:
16 Hours PreRecorded video
24 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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Get a Completion Certificate
Share your certificate with prospective employers and your professional network on LinkedIn.
CREATED BY
PROVIDED BY
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There are 5 modules in this course
This comprehensive course explores advanced data analysis techniques enhanced by generative AI. Students learn to apply sophisticated analytical methods including predictive modeling, time-series forecasting, text analysis, and anomaly detection. The curriculum focuses on leveraging AI to uncover hidden patterns in complex datasets, extract insights from unstructured text, and generate accurate predictions. Through hands-on assignments and practical demonstrations, participants develop skills in using generative AI tools to streamline the entire data analysis workflow - from initial data cleaning through visualization to final report generation. The course emphasizes both technical implementation and strategic decision-making when selecting appropriate analytical approaches for different business scenarios.
Data analysis fundamentals with GenAI
Module 1 · 3 Hours to complete
Predictive Analysis with GenAI
Module 2 · 3 Hours to complete
Time-Series Analysis
Module 3 · 2 Hours to complete
Text Data Analysis
Module 4 · 3 Hours to complete
Anomalies and Outliers Detection
Module 5 · 3 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 Generative AI for Data Analysis Certificate
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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.
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Frequently asked Questions
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