University of Colorado Boulder
Advanced Business Analytics Specialization
University of Colorado Boulder

Advanced Business Analytics Specialization

Gain Real-World Business Analytics Skills. Leverage data to solve complex business problems.

Taught in English

Some content may not be translated

Manuel Laguna
Dan Zhang
David Torgerson

Instructors: Manuel Laguna

58,261 already enrolled

Included with Coursera Plus

Specialization - 5 course series

Get in-depth knowledge of a subject

4.4

(2,034 reviews)

Intermediate level
Some related experience required
1 month at 10 hours a week
Flexible schedule
Learn at your own pace

Details to know

Shareable certificate

Add to your LinkedIn profile

Specialization - 5 course series

Get in-depth knowledge of a subject

4.4

(2,034 reviews)

Intermediate level
Some related experience required
1 month at 10 hours a week
Flexible schedule
Learn at your own pace

See how employees at top companies are mastering in-demand skills

Placeholder

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 Colorado Boulder
Placeholder
Placeholder

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV

Share it on social media and in your performance review

Placeholder

Specialization - 5 course series

Introduction to Data Analytics for Business

Course 111 hours4.7 (3,107 ratings)

What you'll learn

  • Describe the information lifecycle from events in the real world to business actions

  • Recognize the types of events and characteristics that are often used in business analytics

  • Explain how the data is captured by source systems and stored using both traditional and emergent technologies

  • Gain familiarity with relational databases and learn how to use a simple but powerful language called SQL to extract analytical data sets of interest

Skills you'll gain

Category: Data Model
Category: Data Quality
Category: Data Analysis
Category: SQL

Predictive Modeling and Analytics

Course 210 hours3.6 (590 ratings)

What you'll learn

  • Apply exploratory data analysis to gain insights and prepare data for predictive modeling

  • Summarize and visualize datasets using appropriate tools

  • Identify modeling techniques for prediction of continuous and discrete outcomes

  • Identify appropriate graphs to explore and display datasets

Skills you'll gain

Category: Data Analysis
Category: Simulation
Category: Business Analytics
Category: Mathematical Optimization

Business Analytics for Decision Making

Course 38 hours4.6 (1,789 ratings)

What you'll learn

  • Describe the significance of optimization in identifying optimal solutions for complex business problems

  • Implement optimization techniques to identify the best possible course of action among multiple alternatives

  • Judge the appropriateness of optimization techniques in finding optimal solutions for practical business challenges

Communicating Business Analytics Results

Course 47 hours4.5 (507 ratings)

What you'll learn

  • Identify the challenges of presenting analytics findings to decision makers

  • Evaluate the strengths and weaknesses of different communication methods for conveying analytics results to non-technical audiences

Advanced Business Analytics Capstone

Course 519 hours4.3 (79 ratings)

What you'll learn

  • Create a well-structured and compelling presentation that showcases the most relevant and impactful insights from the analytics project

  • Design and customize predictive analytics models for loan classification and loss prediction

  • Devise investment fund allocation recommendations based on clustering and simulation-based optimization techniques

Skills you'll gain

Category: Regression Analysis
Category: Data Cleansing
Category: Predictive Modelling
Category: Exploratory Data Analysis

Instructors

Manuel Laguna
University of Colorado Boulder
4 Courses95,884 learners
Dan Zhang
University of Colorado Boulder
3 Courses48,985 learners

Offered by

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

New to Business Essentials? Start here.

Placeholder

Open new doors with Coursera Plus

Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions