University of Illinois Urbana-Champaign
Business Analytics Specialization
University of Illinois Urbana-Champaign

Business Analytics Specialization

Data-driven decision making potential unlocked. Learners will be able to obtain, manage, analyze and visualize data to gain a competitive advantage in the world of strategic business decision making.

Unnati Narang
Joseph T. Yun
Ronald Guymon

Instructors: Unnati Narang

Sponsored by PKO BP

18,848 already enrolled

Get in-depth knowledge of a subject
4.7

(208 reviews)

Beginner level
No prior experience required
2 months
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
4.7

(208 reviews)

Beginner level
No prior experience required
2 months
at 10 hours a week
Flexible schedule
Learn at your own pace

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Specialization - 6 course series

Introduction to Business Analytics with R

Course 116 hours4.6 (278 ratings)

What you'll learn

  • Examine the interplay between business principles and data analytics.

  • Build a foundation for performing data analytics by installing and gaining experience using R, RStudio, and tidyverse packages.

  • Manipulate the most commonly used data types using functions.

  • Develop efficient, easy-to-read approaches for assembling and processing data for analysis.

Skills you'll gain

Category: R Programming
Category: Data Analysis
Category: Data Science
Category: Tidyverse (R Package)
Category: Data Transformation
Category: Statistical Analysis
Category: Data Processing
Category: Data Wrangling
Category: Exploratory Data Analysis
Category: Analytics
Category: Statistical Programming
Category: Business Intelligence
Category: Business Analytics
Category: Data Integration
Category: Data Mapping
Category: Data Manipulation
Category: Data-Driven Decision-Making
Category: Data Storytelling
Category: Extract, Transform, Load
Category: Statistics

What you'll learn

  • Build familiarity with the set of tools and techniques used to analyze and visualize digitalized data.

  • Gain an understanding of the motivations that direct the use of various data visualization methods.

  • Understand visual approaches used to effectively communicate insights from data.

  • Gain hands-on, working knowledge of the nuanced distinction between effective and poor data presentation.

Skills you'll gain

Category: Data Visualization
Category: Data Presentation
Category: Data Storytelling
Category: Interactive Data Visualization
Category: Exploratory Data Analysis
Category: Statistical Analysis
Category: Data Science
Category: Data Analysis
Category: Dashboard
Category: Business Intelligence
Category: Data Manipulation
Category: Analytics
Category: Business Analytics

Tools for Exploratory Data Analysis in Business

Course 318 hours4.8 (48 ratings)

What you'll learn

  • Development of an analytic mindset for approaching business problems.

  • The ability to appraise the value of datasets for addressing business problems using summary statistics and data visualizations.

  • Competence in operating business analytic software applications for exploratory data analysis.

Skills you'll gain

Category: Data Analysis
Category: Data Science
Category: Data Analysis Software
Category: Exploratory Data Analysis
Category: Statistical Analysis
Category: Analytics
Category: Data Visualization Software
Category: Alteryx
Category: Business Analytics
Category: Power BI
Category: Business Intelligence Software
Category: Extract, Transform, Load
Category: Data Integration
Category: Data Wrangling
Category: Dashboard
Category: Business Intelligence
Category: Data Manipulation
Category: Data Storytelling
Category: Data Mapping
Category: Data Transformation

Machine Learning Algorithms with R in Business Analytics

Course 414 hours4.6 (38 ratings)

What you'll learn

  • Implement a conceptual framework of machine learning algorithms for finding actionable insight to business problems.

  • Apply a conceptual foundation for interpreting machine learning results from regression, classification, and clustering algorithms.

  • Apply machine learning algorithms to business data.

Skills you'll gain

Category: Machine Learning
Category: Applied Machine Learning
Category: Machine Learning Algorithms
Category: Statistical Modeling
Category: Statistical Machine Learning
Category: Machine Learning Methods
Category: Data Science
Category: Unsupervised Learning
Category: Predictive Modeling
Category: Regression Analysis
Category: Data Analysis
Category: Predictive Analytics
Category: Statistical Analysis
Category: Analytics
Category: Classification And Regression Tree (CART)
Category: Statistical Programming
Category: Advanced Analytics
Category: Business Analytics
Category: Supervised Learning
Category: R Programming

Applying Data Analytics in Marketing

Course 514 hours4.5 (156 ratings)

What you'll learn

  • Apply quantitative techniques in marketing analytics to real-world scenarios.

  • Understand causal analysis, experimental and quasi-experimental approaches broadly.

  • Develop an understanding of linear/logistic regression and various computational text summarization methods.

  • Perform different analyses discussed using R programming.

Skills you'll gain

Category: Strategic Marketing
Category: Market Research
Category: Customer Insights
Category: Customer Analysis
Category: Market Analysis
Category: Data Analysis
Category: Text Mining
Category: Social Media
Category: Network Analysis
Category: Marketing Analytics
Category: Business Analytics
Category: Analytics
Category: Unstructured Data
Category: Statistical Modeling
Category: Advanced Analytics
Category: Statistical Analysis
Category: Marketing Strategy and Techniques
Category: Market Intelligence
Category: Regression Analysis
Category: Statistical Methods

Applying Data Analytics in Accounting

Course 614 hours4.7 (59 ratings)

What you'll learn

  • Understand analytic issues and topics in accounting.

  • Conduct audit and control testing tasks using Alteryx and R.

  • Analyze text using R.

  • Conduct accounting-related RPA processes.

Skills you'll gain

Category: General Accounting
Category: Financial Accounting
Category: Data Mining
Category: Auditing
Category: Corporate Accounting
Category: Automation
Category: Data Analysis
Category: IT Automation
Category: Unstructured Data
Category: Robotic Process Automation
Category: Financial Controls
Category: Text Mining
Category: Internal Controls
Category: Alteryx
Category: Advanced Analytics
Category: Blockchain
Category: Statistical Analysis
Category: Analytics
Category: Business Analytics
Category: Data Analysis Software

Instructors

Unnati Narang
University of Illinois Urbana-Champaign
2 Courses65,240 learners
Joseph T. Yun
University of Illinois Urbana-Champaign
1 Course22,841 learners
Ronald Guymon
University of Illinois Urbana-Champaign
5 Courses79,551 learners

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Build toward a degree

This Specialization is part of the following degree program(s) offered by University of Illinois Urbana-Champaign. If you are admitted and enroll, your completed coursework may count toward your degree learning and your progress can transfer with you.¹

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