University of Minnesota

Analytics Project Ideation Specialization

University of Minnesota

Analytics Project Ideation Specialization

Be a Leader of Data Analytics Initiatives.

Master methods to ideate & define impactful data analytics projects.

Soumya Sen

Instructor: Soumya Sen

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Get in-depth knowledge of a subject
Beginner level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
Beginner level

Recommended experience

4 weeks to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Identify opportunities for data analytics. Learn fundamental methods in data analytics. Use teamwork to ideate data analytics projects.

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Taught in English

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  • Develop a deep understanding of key concepts
  • Earn a career certificate from University of Minnesota

Specialization - 4 course series

Exploratory Analytics Project Ideation

Exploratory Analytics Project Ideation

Course 1, 15 hours

What you'll learn

Skills you'll gain

Category: Anomaly Detection
Category: Analytics
Category: Exploratory Data Analysis
Category: Ideation
Category: Unsupervised Learning
Category: Business Analysis
Category: Data Mining
Category: Process Mapping
Category: Project Design
Category: Design Thinking
Category: Data-Driven Decision-Making
Category: Case Studies
Category: Analytical Skills
Category: Business Analytics
Predictive Analytics Project Ideation

Predictive Analytics Project Ideation

Course 2, 13 hours

What you'll learn

Skills you'll gain

Category: Predictive Modeling
Category: Customer Analysis
Category: Decision Tree Learning
Category: Predictive Analytics
Category: Ideation
Category: Sprint Planning
Category: Business Analysis
Category: Machine Learning Methods
Category: Advanced Analytics
Category: Machine Learning
Category: Solution Design
Category: Quality Control
Category: Deep Learning
Category: Design Thinking
Category: Brainstorming
Category: Analysis
Category: Project Design
Category: Applied Machine Learning
Category: Business Analytics
Category: Trend Analysis
Causal Inference Project Ideation

Causal Inference Project Ideation

Course 3, 12 hours

What you'll learn

Skills you'll gain

Category: Experimentation
Category: A/B Testing
Category: Research Design
Category: Prioritization
Category: Project Design
Category: Complex Problem Solving
Category: Ideation
Category: Research Methodologies
Category: Statistical Methods
Category: Business Analysis
Category: Statistical Inference
Category: Needs Assessment
Category: Root Cause Analysis
Category: Business Analytics
Category: Analytics
Category: General Science and Research
Category: Project Planning
Category: Analytical Skills
Category: Data Ethics
Prescriptive Analytics Project Ideation

Prescriptive Analytics Project Ideation

Course 4, 12 hours

What you'll learn

Skills you'll gain

Category: Model Optimization
Category: Simulations
Category: Advanced Analytics
Category: Simulation and Simulation Software
Category: Analytics
Category: Process Mapping
Category: Prioritization
Category: Operations Research
Category: Investment Management
Category: Goal Setting
Category: Solution Design
Category: Business Analysis
Category: Needs Assessment
Category: Project Planning
Category: Ideation
Category: Project Scoping
Category: Sprint Planning

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Instructor

Soumya Sen
University of Minnesota
11 Courses53,731 learners

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