Microsoft

Microsoft Advanced Analytics Techniques with Generative AI Specialization

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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 90 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 90 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

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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: Probability & Statistics
Category: Statistical Methods
Category: Advanced Analytics
Category: R (Software)
Category: Data Analysis
Category: Statistics
Category: Predictive Modeling
Category: Statistical Inference
Category: Statistical Reporting
Category: Technical Communication
Category: Analysis
Category: Statistical Programming
Category: Analytics
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: R Programming
Category: Rmarkdown
Category: Interactive Data Visualization
Category: Cloud Storage
Category: Data Collection
Category: Web Scraping
Category: Spatial Data Analysis
Category: Statistical Reporting
Category: Data Wrangling
Category: R (Software)
Category: Microsoft Azure
Category: Data Storage
Category: Geographic Information Systems
Category: Geospatial Information and Technology
Category: Cloud Management
Category: Geospatial Mapping
Category: Data Ethics
Category: AI Workflows
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: Natural Language Processing
Category: Anomaly Detection
Category: Predictive Analytics
Category: Predictive Modeling
Category: Data Analysis
Category: Generative Adversarial Networks (GANs)
Category: Model Training
Category: Statistical Analysis
Category: Statistical Machine Learning
Category: Machine Learning Methods
Category: Time Series Analysis and Forecasting
Category: Generative Model Architectures
Category: Text Mining
Category: Unstructured Data
Category: Applied Machine Learning
Category: Advanced Analytics
Category: Large Language Modeling
Category: Forecasting
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: Strategic Decision-Making
Category: Anomaly Detection
Category: Risk Mitigation
Category: Decision Making
Category: Scenario Testing
Category: Data-Driven Decision-Making
Category: Analysis
Category: Risk Modeling
Category: Strategic Thinking
Category: Strategic Planning
Category: Decision Support Systems
Category: Responsible AI
Category: Analytical Skills
Category: Correlation Analysis
Category: Risk Analysis
Category: AI Workflows

What you'll learn

Skills you'll gain

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

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Instructor

 Microsoft
423 Courses2,852,667 learners

Offered by

Microsoft

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Learner reviews across Microsoft Advanced Analytics Techniques with Generative AI

avg. across 5 courses

  • 5 stars

    78.64%

  • 4 stars

    12.62%

  • 3 stars

    2.91%

  • 2 stars

    3.88%

  • 1 star

    1.94%

MA
Course: Advanced Data Analysis with Generative AI

Reviewed on Apr 4, 2026

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