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 Plus

Get in-depth knowledge of a subject
Intermediate level

Recommended experience

4 months to complete
at 9 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
Intermediate level

Recommended experience

4 months to complete
at 9 hours a week
Flexible schedule
Learn at your own pace

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!

May 2026

91% of learners achieved a positive career outcome

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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: Predictive Modeling
Category: Statistical Methods
Category: Regression Analysis
Category: Statistical Hypothesis Testing
Category: Generative AI
Category: Probability & Statistics
Category: Statistical Analysis
Category: Time Series Analysis and Forecasting
Category: Power BI
Category: R (Software)
Category: Logistic Regression
Category: Model Evaluation
Category: Statistical Modeling
Category: Forecasting
Advanced Data Applications and Integration

Advanced Data Applications and Integration

Course 2, 19 hours

What you'll learn

Skills you'll gain

Category: R Programming
Category: Leaflet (Software)
Category: Rmarkdown
Category: Interactive Data Visualization
Category: Web Scraping
Category: Data Collection
Category: Cloud Storage
Category: Data Transformation
Category: Data Integration
Category: Data Pipelines
Category: Data Engineering
Category: Microsoft Azure
Category: Data Ethics
Category: Big Data
Category: Data Modeling
Category: Data Security
Category: Data Migration
Category: Data Warehousing
Category: R (Software)
Category: Database Management
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: Predictive Modeling
Category: Anomaly Detection
Category: Unstructured Data
Category: Feature Engineering
Category: Predictive Analytics
Category: Advanced Analytics
Category: Prompt Engineering
Category: Data Analysis
Category: Data-Driven Decision-Making
Category: Machine Learning
Category: Forecasting
Category: Trend Analysis
Category: Data Visualization
Category: Data Transformation
Category: Deep Learning
Category: Time Series Analysis and Forecasting
Category: Data Cleansing
Category: Text Mining
Category: Data 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: Generative AI
Category: Root Cause Analysis
Category: Scenario Testing
Category: Predictive Analytics
Category: Risk Management
Category: Data-Driven Decision-Making
Category: Decision Intelligence
Category: Data Analysis
Category: Prompt Engineering
Category: Data Visualization
Category: Business Intelligence
Category: Strategic Decision-Making
Category: AI literacy
Category: Process Improvement
Category: Problem Solving
Category: Business Analysis
Category: Risk Analysis
Category: Risk Mitigation
Category: Responsible AI
Category: Machine Learning

What you'll learn

Skills you'll gain

Category: Prompt Engineering
Category: Generative AI
Category: Automation
Category: AI Integrations
Category: Data Analysis
Category: Data Engineering
Category: Predictive Analytics
Category: Data Cleansing
Category: Business Process Automation
Category: Data Ethics
Category: Debugging
Category: Statistical Analysis
Category: Business Intelligence
Category: Data Pipelines
Category: Data Processing
Category: AI Workflows
Category: Responsible AI
Category: Data Transformation

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Instructor

 Microsoft
326 Courses2,565,441 learners

Offered by

Microsoft

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