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 Taras Shevchenko National University of Kyiv

Get in-depth knowledge of a subject

from 87 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 87 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 Hypothesis Testing
Category: Statistical Modeling
Category: Statistical Analysis
Category: Advanced Analytics
Category: Probability & Statistics
Category: Statistics
Category: Statistical Inference
Category: Statistical Methods
Category: Statistical Reporting
Category: R (Software)
Category: Data Analysis
Category: Analytics
Category: Predictive Modeling
Category: Technical Communication
Category: 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: R Programming
Category: Rmarkdown
Category: Interactive Data Visualization
Category: Web Scraping
Category: Spatial Data Analysis
Category: Data Collection
Category: Cloud Storage
Category: R (Software)
Category: Data Ethics
Category: Geospatial Mapping
Category: AI Workflows
Category: Data Storage
Category: Geographic Information Systems
Category: Data Wrangling
Category: Geospatial Information and Technology
Category: Microsoft Azure
Category: Cloud Management
Category: Data Analysis
Category: Statistical Reporting
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: Anomaly Detection
Category: Natural Language Processing
Category: Predictive Modeling
Category: Generative Adversarial Networks (GANs)
Category: Model Training
Category: Data Analysis
Category: Predictive Analytics
Category: Machine Learning Methods
Category: Large Language Modeling
Category: Time Series Analysis and Forecasting
Category: Statistical Analysis
Category: Text Mining
Category: Generative Model Architectures
Category: Unstructured Data
Category: Applied Machine Learning
Category: Advanced Analytics
Category: Forecasting
Category: Statistical Machine Learning
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: Risk Management
Category: Risk Mitigation
Category: Anomaly Detection
Category: Scenario Testing
Category: Decision Making
Category: Data-Driven Decision-Making
Category: Responsible AI
Category: AI Workflows
Category: Analytical Skills
Category: Correlation Analysis
Category: Strategic Thinking
Category: Risk Analysis
Category: Strategic Planning
Category: Decision Support Systems
Category: Analysis
Category: Risk Modeling

What you'll learn

Skills you'll gain

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

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Instructor

 Microsoft
418 Courses2,767,497 learners

Offered by

Microsoft

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