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 Universidad de Guadalajara

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

What you'll learn

Skills you'll gain

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

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Instructor

 Microsoft
378 Courses2,695,108 learners

Offered by

Microsoft

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