Microsoft

Microsoft Advanced Analytics Techniques with Generative AI Specialization

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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

Included with Coursera Plus

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!

May 2026

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Advance your subject-matter expertise

  • 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: Power BI
Category: Regression Analysis
Category: Statistical Hypothesis Testing
Category: Time Series Analysis and Forecasting
Category: Logistic Regression
Category: Forecasting
Category: Statistical Modeling
Category: Generative AI
Category: Probability & Statistics
Category: Statistical Analysis
Category: R (Software)
Category: Statistical Methods
Category: Predictive Modeling
Category: R Programming
Category: Model Evaluation
Advanced Data Applications and Integration

Advanced Data Applications and Integration

Course 2, 19 hours

What you'll learn

Skills you'll gain

Category: Interactive Data Visualization
Category: Big Data
Category: R (Software)
Category: Cloud Storage
Category: Data Modeling
Category: Data Security
Category: R Programming
Category: Data Integration
Category: Data Collection
Category: Data Engineering
Category: Rmarkdown
Category: Data Transformation
Category: Data Ethics
Category: Leaflet (Software)
Category: Data Migration
Category: Database Management
Category: Web Scraping
Category: Microsoft Azure
Category: Data Warehousing
Category: Data Pipelines
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: Advanced Analytics
Category: Data Analysis
Category: Time Series Analysis and Forecasting
Category: Data Transformation
Category: Trend Analysis
Category: Forecasting
Category: Feature Engineering
Category: Data Cleansing
Category: Unstructured Data
Category: Text Mining
Category: Data Visualization
Category: Data Mining
Category: Anomaly Detection
Category: Deep Learning
Category: Predictive Analytics
Category: Data-Driven Decision-Making
Category: Machine Learning
Category: Generative AI
Category: Predictive Modeling
Category: Prompt Engineering
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: Decision Intelligence
Category: Process Improvement
Category: Risk Analysis
Category: Risk Mitigation
Category: Business Analysis
Category: Root Cause Analysis
Category: Data Analysis
Category: Scenario Testing
Category: Predictive Analytics
Category: Machine Learning
Category: Problem Solving
Category: Responsible AI
Category: Data Visualization
Category: Data-Driven Decision-Making
Category: Strategic Decision-Making
Category: Generative AI
Category: Risk Management
Category: Business Intelligence
Category: Prompt Engineering
Category: AI literacy

What you'll learn

Skills you'll gain

Category: Generative AI
Category: Prompt Engineering
Category: Data Ethics
Category: Data Transformation
Category: Statistical Analysis
Category: Predictive Analytics
Category: AI Integrations
Category: Automation
Category: AI Workflows
Category: Data Analysis
Category: Data Engineering
Category: Business Process Automation
Category: Responsible AI
Category: Data Processing
Category: Data Pipelines
Category: Data Cleansing
Category: Debugging
Category: Business Intelligence

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Instructor

 Microsoft
303 Courses2,543,968 learners

Offered by

Microsoft

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