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

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Get in-depth knowledge of a subject

from 82 reviews of courses in this program

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

from 82 reviews of courses in this program

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

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: Data Analysis
Category: Data Processing
Category: Automation
Category: Data Pipelines
Category: SQL

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Instructor

 Microsoft
335 Courses2,586,208 learners

Offered by

Microsoft

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