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
Kimberly Mendoza
Ronald Guymon

Instructors: Unnati Narang

Included with Coursera Plus

Get in-depth knowledge of a subject
4.7

(238 reviews)

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

(238 reviews)

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

What you'll learn

Details to know

Shareable certificate

Add to your LinkedIn profile

Taught in English
30 practice exercises

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Specialization - 6 course series

What you'll learn

  • Examine the interplay between business principles and data analytics.

  • Build a foundation in data analytics by installing and using a data analytics language, an integrated development environment (IDE), and key modules.

  • 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

Data-Driven Decision-Making, Python Programming, Data Presentation, Business Analysis, Data Analysis, and Analytics

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

Data Visualization Software, Data Storytelling, Data Analysis, Data Visualization, Data-Driven Decision-Making, Data Presentation, R (Software), Business Analytics, Digital Marketing, Analytics, Infographics, Data Quality, Analytical Skills, Data Collection, and Health Care

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

Pandas (Python Package), Extract, Transform, Load, Application Programming Interface (API), Analytical Skills, SQL, Data-Driven Decision-Making, Exploratory Data Analysis, Data Manipulation, Data Transformation, Business Analytics, Relational Databases, Data Visualization Software, Data Quality, Python Programming, Data Cleansing, Data Storytelling, and Jupyter

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

Machine Learning Algorithms, Machine Learning, Classification And Regression Tree (CART), Supervised Learning, Unsupervised Learning, Scikit Learn (Machine Learning Library), Regression Analysis, Predictive Modeling, Applied Machine Learning, Business Analytics, Workflow Management, Data Processing, and Python Programming

What you'll learn

  • Ability to design experiments and apply quasi-experimental methods to identify and measure the impact of marketing interventions.

  • Use of machine learning and AI techniques to forecast customer behaviors and marketing outcomes.

  • Analyzing consumer sentiment and user-generated content through computational text and network analysis.

  • Estimating customer preferences, demand patterns, and calculating customer lifetime value to inform marketing strategy.

Skills you'll gain

Social Network Analysis, Marketing Analytics, Customer Analysis, Predictive Analytics, Responsible AI, Machine Learning, Customer Insights, AI Personalization, Predictive Modeling, Marketing Strategy and Techniques, Marketing Effectiveness, Analytics, Digital Marketing, Consumer Behaviour, Market Analysis, Generative AI, Marketing, Data Ethics, Data Analysis, and Advanced Analytics

What you'll learn

  • Understand analytic issues and topics in accounting.

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

  • Perform automation using Python.

  • Understand data governance.

Skills you'll gain

Automation, Accounting, Internal Controls, Natural Language Processing, Data Analysis, Data Quality, Financial Auditing, Fraud detection, Python Programming, GitHub, Pandas (Python Package), Control Objectives for Information and Related Technology (COBIT), Internal Auditing, Auditing, Data Management, Data Integrity, Emerging Technologies, Data Governance, Accounting Software, and Analytics

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

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

 

Instructors

Unnati Narang
University of Illinois Urbana-Champaign
2 Courses69,963 learners
Kimberly Mendoza
University of Illinois Urbana-Champaign
3 Courses21,522 learners
Ronald Guymon
University of Illinois Urbana-Champaign
5 Courses87,534 learners

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