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

Sponsored by BIDAcademy

61,863 already enrolled

Get in-depth knowledge of a subject
4.4

(2,061 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

(2,061 reviews)

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

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Specialization - 5 course series

Introduction to Data Analytics for Business

Course 111 hours4.7 (3,138 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: Analytics
Category: Data Science
Category: Data Analysis
Category: Business Analytics
Category: Data Modeling
Category: Data Architecture
Category: Information Management
Category: Data Management
Category: Analytical Skills
Category: Data Processing
Category: Data Infrastructure
Category: Business Analysis
Category: Business Intelligence
Category: Systems Analysis
Category: Data Quality
Category: Big Data
Category: Databases
Category: Extract, Transform, Load
Category: Information Systems
Category: Data Engineering

Predictive Modeling and Analytics

Course 210 hours3.6 (598 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 Science
Category: Statistical Modeling
Category: Predictive Modeling
Category: Predictive Analytics
Category: Data Analysis
Category: Statistical Analysis
Category: Advanced Analytics
Category: Analytics
Category: Statistics
Category: Regression Analysis
Category: Applied Machine Learning
Category: Business Analytics
Category: Exploratory Data Analysis
Category: Mathematics and Mathematical Modeling
Category: Business Intelligence
Category: Classification And Regression Tree (CART)
Category: Data Wrangling
Category: Statistical Machine Learning
Category: Mathematical Modeling
Category: Supervised Learning

Business Analytics for Decision Making

Course 38 hours4.6 (1,823 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

Skills you'll gain

Category: Mathematical Modeling
Category: Operations Research
Category: Applied Mathematics
Category: Business Operations
Category: Simulation and Simulation Software
Category: Simulations
Category: Analytics
Category: Process Improvement and Optimization
Category: Statistical Modeling
Category: Business Risk Management
Category: Business Intelligence
Category: Statistical Analysis
Category: Business Analytics
Category: Predictive Analytics
Category: Process Optimization
Category: Advanced Analytics
Category: Data Analysis
Category: Risk Analysis
Category: Statistics
Category: Predictive Modeling

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 Analysis
Category: Analytics
Category: Business Intelligence
Category: Business Analytics
Category: Data Storytelling
Category: Data Visualization
Category: Analytical Skills
Category: Business Analysis
Category: Data Science
Category: Business Consulting
Category: Critical Thinking and Problem Solving
Category: Public Speaking
Category: Verbal Communication Skills
Category: Communication
Category: Problem Solving
Category: Presentations
Category: Critical Thinking

Advanced Business Analytics Capstone

Course 519 hours4.3 (81 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 Intelligence
Category: Data Quality
Category: Statistics
Category: Advanced Analytics
Category: Data Integration
Category: Predictive Modeling
Category: Business Analytics
Category: Analytics
Category: Extract, Transform, Load
Category: Mathematical Modeling
Category: Predictive Analytics
Category: Exploratory Data Analysis
Category: Statistical Analysis
Category: Data Science
Category: Data Visualization
Category: Data Analysis
Category: Data Transformation
Category: Statistical Modeling
Category: Financial Modeling
Category: Data Wrangling

Instructors

Manuel Laguna
University of Colorado Boulder
4 Courses100,229 learners
Dan Zhang
University of Colorado Boulder
3 Courses52,484 learners

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