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.

Included with Coursera Plus

Get in-depth knowledge of a subject
Beginner level

Recommended experience

Flexible schedule
1 month at 10 hours a week
Earn a career credential
Share your expertise with employers
Get in-depth knowledge of a subject
Beginner level

Recommended experience

Flexible schedule
1 month at 10 hours a week
Earn a career credential
Share your expertise with employers

Overview

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

What’s included

Shareable certificate

Add to your LinkedIn profile

Taught in English
32 practice exercises

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 University of Minnesota

Specialization - 4 course series

What you'll learn

Skills you'll gain

Category: Anomaly Detection
Category: Analytics
Category: Design Thinking
Category: Ideation
Category: Exploratory Data Analysis
Category: Brainstorming
Category: Unsupervised Learning
Category: Data Analysis
Category: Data Mining
Category: Sprint Planning
Category: Business Analytics
Category: Project Design
Category: Data-Driven Decision-Making
Category: Business Analysis
Category: Process Analysis

What you'll learn

Skills you'll gain

Category: Predictive Modeling
Category: Predictive Analytics
Category: Decision Tree Learning
Category: Regression Analysis
Category: Time Series Analysis and Forecasting
Category: Solution Design
Category: Statistical Machine Learning
Category: Deep Learning
Category: Forecasting
Category: Statistical Methods
Category: Business Analytics
Category: Machine Learning Algorithms
Category: Sprint Planning
Category: Brainstorming
Category: Quality Control
Category: Project Planning
Category: Project Design
Category: Applied Machine Learning

What you'll learn

Skills you'll gain

Category: Project Design
Category: Research Design
Category: Prioritization
Category: A/B Testing
Category: Experimentation
Category: Business Priorities
Category: Analysis
Category: Business Analysis
Category: Project Planning
Category: Statistical Inference
Category: Sprint Planning
Category: Statistical Analysis
Category: Data Analysis
Category: Data Ethics
Category: Business Planning
Category: Ideation
Category: Needs Assessment
Category: Strategic Thinking

What you'll learn

Skills you'll gain

Category: Analytics
Category: Simulations
Category: Advanced Analytics
Category: Process Mapping
Category: Staff Management
Category: Process Improvement and Optimization
Category: Capacity Planning
Category: Workforce Planning
Category: Project Planning
Category: Business Analytics
Category: Ideation
Category: Resource Utilization
Category: Business Planning
Category: Business Solutions
Category: Investment Management
Category: Needs Assessment
Category: Operational Analysis
Category: Complex Problem Solving
Category: Business Analysis
Category: Business Priorities

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Instructor

Soumya Sen
University of Minnesota
11 Courses45,513 learners

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