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

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

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Taught in English
Recently updated!

June 2026

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

What you'll learn

Skills you'll gain

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

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Instructor

 Microsoft
383 Courses2,709,734 learners

Offered by

Microsoft

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