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 University of Jaffna

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

Advanced Data Applications and Integration

Course 2, 19 hours

What you'll learn

Skills you'll gain

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

What you'll learn

Skills you'll gain

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

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Instructor

 Microsoft
335 Courses2,578,525 learners

Offered by

Microsoft

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