Business Analytics

Business Analytics

Learning path

Data-driven decision-making potential is 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. ~ 101 Hours.

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What you'll learn

Utilize Python and R to clean, transform, and visualize business data for analytic tools and decision-making.
Apply machine learning algorithms to identify patterns and actionable insights in business data using RStudio.
Develop an analytic mindset to effectively address business problems using exploratory data analysis tools like PowerBI and Alteryx.
Implement data analytics techniques in accounting and marketing to enhance audit processes and marketing decisions.

Skills you'll gain

Learning path content

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University of Illinois Urbana-Champaign

Introduction to Applied Business Analytics

Skills you'll gain: Data-Driven Decision-Making, Data Presentation, Analytics, Data Analysis, Business Analysis, Python Programming

University of Illinois Urbana-Champaign

Introduction to Business Analytics: Communicating with Data

Skills you'll gain: Data Storytelling, Data Visualization Software, Data Presentation, Data Analysis, Data Visualization, R Programming, Data Collection, Health Care, Data-Driven Decision-Making, Business Analytics, Analytics, Communication, Data Quality

University of Illinois Urbana-Champaign

Tools for Exploratory Data Analysis in Business

Skills you'll gain: Extract, Transform, Load, Exploratory Data Analysis, Data Transformation, Analytics, Data Visualization Software, Business Analytics, Data Cleansing, Business Intelligence, Analytical Skills, Data Processing, Data Presentation, Data Analysis, Data Manipulation, Python Programming, Pandas (Python Package)

University of Illinois Urbana-Champaign

Machine Learning Algorithms with Python in Business Analytics

Skills you'll gain: Machine Learning Algorithms, Supervised Learning, Unsupervised Learning, Exploratory Data Analysis, Machine Learning, Regression Analysis, Predictive Modeling, Scikit Learn (Machine Learning Library), Classification And Regression Tree (CART), Workflow Management, Business Analytics, Applied Machine Learning, Statistical Machine Learning, Python Programming, Data Analysis

University of Illinois Urbana-Champaign

Applying Data Analytics in Marketing

Skills you'll gain: Customer Insights, Artificial Intelligence, Marketing Analytics, Predictive Analytics, Text Mining, Machine Learning, Customer Analysis, Predictive Modeling, Data Analysis, Data Ethics, Natural Language Processing, Marketing, Digital Marketing, Market Analysis, Analytics, Marketing Strategy and Techniques, Consumer Behaviour, Generative AI, Advanced Analytics

University of Illinois Urbana-Champaign

Applying Data Analytics in Accounting

Skills you'll gain: Internal Controls, Alteryx, Accounting, Extract, Transform, Load, Blockchain, Natural Language Processing, Data Analysis, Robotic Process Automation, Text Mining, Accounting Software, Auditing, Accounting Systems, Analytics, Business Process Automation, Process Analysis, Data Governance, Automation, R Programming