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.

Manuel Laguna
Dan Zhang
David Torgerson

Instructors: Manuel Laguna

Access provided by Coursera Learning Team

63,080 already enrolled

Get in-depth knowledge of a subject
4.4

(2,068 reviews)

Intermediate level
Some related experience required
1 month
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
4.4

(2,068 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

Taught in English

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 (3,148 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: Organizational Structure
Category: Data Analysis
Category: Analytics
Category: Business Analytics
Category: Cloud Computing
Category: Data Storage
Category: Data Manipulation
Category: Data Governance
Category: Relational Databases
Category: SQL
Category: Databases
Category: Big Data
Category: Data Quality
Category: Data Management
Category: Business Intelligence
Category: Information Systems

Predictive Modeling and Analytics

Course 210 hours3.6 (599 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 Transformation
Category: Regression Analysis
Category: Data Cleansing
Category: Artificial Neural Networks
Category: Decision Tree Learning
Category: Predictive Analytics
Category: Statistical Modeling
Category: Data Analysis
Category: Data Visualization Software
Category: Exploratory Data Analysis
Category: Machine Learning Methods
Category: Supervised Learning
Category: Business Analytics

Business Analytics for Decision Making

Course 38 hours4.6 (1,856 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 (516 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

Skills you'll gain

Category: Data Presentation
Category: Data Analysis
Category: Business Analytics
Category: Presentations
Category: Data Visualization
Category: Data Storytelling
Category: Business Analysis
Category: Technical Communication
Category: Data-Driven Decision-Making
Category: Analysis
Category: Data Visualization Software

Advanced Business Analytics Capstone

Course 519 hours4.3 (83 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: Business Analytics
Category: Financial Analysis
Category: Data Cleansing
Category: Regression Analysis
Category: Investment Management
Category: Statistical Modeling
Category: Portfolio Management
Category: Data Analysis
Category: Data Storytelling
Category: Business Communication
Category: Predictive Analytics
Category: Advanced Analytics

Instructors

Manuel Laguna
University of Colorado Boulder
4 Courses102,231 learners
Dan Zhang
University of Colorado Boulder
3 Courses53,130 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."
Placeholder

Open new doors with Coursera Plus

Unlimited access to 10,000+ 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