Microsoft

Microsoft Advanced Analytics Techniques with Generative AI Specialization

Microsoft

Microsoft Advanced Analytics Techniques with Generative AI Specialization

Advance Analytics Skills with AI.

Build analytics, forecasting, and automation skills using Microsoft tools and generative AI.

 Microsoft

Instructor: Microsoft

Included with Coursera PlusLearn more

Get in-depth knowledge of a subject

from 92 reviews of courses in this program

Intermediate level

Recommended experience

4 months to complete
at 9 hours a week
Get in-depth knowledge of a subject

from 92 reviews of courses in this program

Intermediate level

Recommended experience

4 months to complete
at 9 hours a week

What you'll learn

  • Build predictive, regression, and forecasting models using R and AI-assisted workflows

  • Automate data cleaning, coding, reporting, and analysis tasks with generative AI tools

  • Analyze text, anomalies, risks, and scenarios to support better decisions

  • Create dashboards, maps, reports, and portfolio projects using Microsoft tools

Details to know

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Taught in English
Recently updated!

June 2026

Flexible schedule
Learn at your own pace

See how employees at top companies are mastering in-demand skills

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Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from Microsoft

Specialization - 5 course series

Statistical Analysis and Advanced Techniques

Statistical Analysis and Advanced Techniques

Course 1, 28 hours

What you'll learn

Skills you'll gain

Category: R Programming
Category: Regression Analysis
Category: Logistic Regression
Category: Time Series Analysis and Forecasting
Category: Statistical Hypothesis Testing
Category: Statistical Modeling
Category: Statistical Analysis
Category: Advanced Analytics
Category: Statistical Inference
Category: Statistical Methods
Category: Statistics
Category: Probability & Statistics
Category: Statistical Reporting
Category: Predictive Modeling
Category: Analytics
Category: Statistical Programming
Category: Technical Communication
Category: Analysis
Category: R (Software)
Category: Data Analysis
Advanced Data Applications and Integration

Advanced Data Applications and Integration

Course 2, 19 hours

What you'll learn

Skills you'll gain

Category: Leaflet (Software)
Category: Interactive Data Visualization
Category: Rmarkdown
Category: R Programming
Category: Cloud Storage
Category: Web Scraping
Category: Spatial Data Analysis
Category: Data Collection
Category: R (Software)
Category: Data Wrangling
Category: Microsoft Azure
Category: Cloud Management
Category: AI Workflows
Category: Statistical Reporting
Category: Geospatial Mapping
Category: Data Storage
Category: Geographic Information Systems
Category: Data Ethics
Category: Geospatial Information and Technology
Category: Data Analysis
Advanced Data Analysis with Generative AI

Advanced Data Analysis with Generative AI

Course 3, 17 hours

What you'll learn

Skills you'll gain

Category: Generative AI
Category: Model Evaluation
Category: Anomaly Detection
Category: Natural Language Processing
Category: Predictive Modeling
Category: Predictive Analytics
Category: Generative Adversarial Networks (GANs)
Category: Data Analysis
Category: Model Training
Category: Large Language Modeling
Category: Statistical Analysis
Category: Generative Model Architectures
Category: Text Mining
Category: Unstructured Data
Category: Advanced Analytics
Category: Time Series Analysis and Forecasting
Category: Forecasting
Category: Applied Machine Learning
Category: Machine Learning Methods
Category: Statistical Machine Learning
Scenario and Root Cause Analysis with Generative AI

Scenario and Root Cause Analysis with Generative AI

Course 4, 15 hours

What you'll learn

Skills you'll gain

Category: Generative AI
Category: Root Cause Analysis
Category: Risk Management
Category: Decision Making
Category: Scenario Testing
Category: Data-Driven Decision-Making
Category: Anomaly Detection
Category: Risk Mitigation
Category: Strategic Decision-Making
Category: Strategic Thinking
Category: AI Workflows
Category: Responsible AI
Category: Analysis
Category: Correlation Analysis
Category: Analytical Skills
Category: Decision Support Systems
Category: Risk Modeling
Category: Risk Analysis
Category: Strategic Planning

What you'll learn

Skills you'll gain

Category: Generative AI
Category: Prompt Engineering
Category: Data Cleansing
Category: Code Review
Category: AI Integrations
Category: Data Analysis
Category: Data Transformation
Category: Responsible AI
Category: Debugging
Category: Excel Formulas
Category: Model Optimization
Category: Analytics
Category: Prompt Patterns
Category: AI Workflows
Category: Data Ethics
Category: Data Analysis Software
Category: Data Preprocessing
Category: AI literacy
Category: SQL
Category: Data Manipulation

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Instructor

 Microsoft
444 Courses2,911,552 learners

Offered by

Microsoft

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Learner reviews across Microsoft Advanced Analytics Techniques with Generative AI

avg. across 5 courses

  • 5 stars

    79.04%

  • 4 stars

    12.38%

  • 3 stars

    2.85%

  • 2 stars

    3.80%

  • 1 star

    1.90%

MA
Course: Advanced Data Analysis with Generative AI

Reviewed on Apr 5, 2026

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