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

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: Statistical Methods
Category: Deep Learning
Category: Quality Control
Category: Project Design
Category: Forecasting
Category: Statistical Machine Learning
Category: Applied Machine Learning
Category: Solution Design
Category: Business Analytics
Category: Brainstorming
Category: Machine Learning Algorithms
Category: Project Planning
Category: Sprint Planning

What you'll learn

Skills you'll gain

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

What you'll learn

Skills you'll gain

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

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 Courses45,577 learners

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