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 96 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 96 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: Statistical Modeling
Category: Probability & Statistics
Category: Technical Communication
Category: Statistical Inference
Category: Statistical Methods
Category: Statistical Software
Category: Predictive Modeling
Category: Statistical Reporting
Category: Statistical Analysis
Category: Time Series Analysis and Forecasting
Category: Analysis
Category: R (Software)
Category: Data Analysis
Category: Analytics
Category: Statistical Programming
Category: Logistic Regression
Category: Statistics
Category: R Programming
Category: Regression Analysis
Category: Statistical Hypothesis Testing
Advanced Data Applications and Integration

Advanced Data Applications and Integration

Course 2, 19 hours

What you'll learn

Skills you'll gain

Category: Cloud Storage
Category: Web Scraping
Category: Data Ethics
Category: Interactive Data Visualization
Category: Data Wrangling
Category: Data Presentation
Category: Rmarkdown
Category: Spatial Data Analysis
Category: Geospatial Information and Technology
Category: Leaflet (Software)
Category: Geospatial Mapping
Category: Data Manipulation
Category: Data Collection
Category: Application Programming Interface (API)
Category: Data Analysis
Category: AI Workflows
Category: Microsoft Azure
Category: R Programming
Category: Data Storage
Category: Real Time Data
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: Analytics
Category: Statistical Analysis
Category: Forecasting
Category: Model Evaluation
Category: Predictive Analytics
Category: Data Storytelling
Category: Generative AI
Category: Anomaly Detection
Category: Predictive Modeling
Category: Unstructured Data
Category: Advanced Analytics
Category: LLM Application
Category: Machine Learning Methods
Category: Natural Language Processing
Category: Statistical Machine Learning
Category: Data Analysis
Category: Applied Machine Learning
Category: Analysis
Category: Time Series Analysis and Forecasting
Category: Text Mining
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: Risk Management
Category: Analysis
Category: Data-Driven Decision-Making
Category: Strategic Thinking
Category: Decision Making
Category: Risk Analysis
Category: Scenario Testing
Category: Strategic Planning
Category: Anomaly Detection
Category: Risk Mitigation
Category: Root Cause Analysis
Category: Responsible AI
Category: Generative AI
Category: Correlation Analysis
Category: Analytical Skills
Category: Strategic Decision-Making

What you'll learn

Skills you'll gain

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

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Instructor

 Microsoft
499 Courses3,032,088 learners

Offered by

Microsoft

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Learner reviews across Microsoft Advanced Analytics Techniques with Generative AI

avg. across 5 courses

  • 5 stars

    77.98%

  • 4 stars

    11.92%

  • 3 stars

    2.75%

  • 2 stars

    4.58%

  • 1 star

    2.75%

MA
Course: Advanced Data Analysis with Generative AI

Reviewed on Apr 4, 2026

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