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

Access provided by Veterans Transition Support

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!

June 2026

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  • 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: Time Series Analysis and Forecasting
Category: Logistic Regression
Category: Statistical Analysis
Category: Statistical Hypothesis Testing
Category: Predictive Modeling
Category: Forecasting
Category: Statistical Software
Category: Power BI
Category: Probability & Statistics
Category: Descriptive Statistics
Category: R (Software)
Category: Statistical Reporting
Category: Advanced Analytics
Category: Statistical Modeling
Category: Data Presentation
Category: Statistical Methods
Category: Data Analysis
Category: Statistical Programming
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: Data Manipulation
Category: Rmarkdown
Category: R Programming
Category: Web Scraping
Category: Cloud Storage
Category: Data Wrangling
Category: Application Programming Interface (API)
Category: Cloud Services
Category: Geospatial Information and Technology
Category: Microsoft Azure
Category: R (Software)
Category: Real Time Data
Category: Cloud-Based Integration
Category: Data Collection
Category: Data Storage
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: Anomaly Detection
Category: Predictive Modeling
Category: Model Evaluation
Category: Natural Language Processing
Category: Feature Engineering
Category: Unstructured Data
Category: Statistical Analysis
Category: Forecasting
Category: Data Quality
Category: Time Series Analysis and Forecasting
Category: Data Analysis
Category: Predictive Analytics
Category: AI Workflows
Category: Advanced Analytics
Category: Text Mining
Category: Data-Driven Decision-Making
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: Data Analysis
Category: Decision Making
Category: Trend Analysis
Category: Risk Mitigation
Category: Responsible AI
Category: Strategic Thinking
Category: Risk Management
Category: Analysis
Category: Strategic Planning
Category: Data Ethics
Category: AI Integrations
Category: Strategic Decision-Making
Category: Risk Analysis
Category: Data-Driven Decision-Making
Category: Data Strategy

What you'll learn

Skills you'll gain

Category: Generative AI
Category: AI Workflows
Category: Data Cleansing
Category: Debugging
Category: Responsible AI
Category: AI Integrations
Category: Prompt Engineering
Category: SQL
Category: Data Analysis
Category: Data Processing
Category: Data Pipelines
Category: Automation

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Instructor

 Microsoft
335 Courses2,586,208 learners

Offered by

Microsoft

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