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, Business Analysis, Data Presentation, Analytics, Data 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, Data Quality, R Programming, Communication, Data-Driven Decision-Making, Data Collection, Business Analytics, Analytics, Health Care

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 Cleansing, Business Analytics, Data Visualization Software, Data Manipulation, Pandas (Python Package), Python Programming, Business Intelligence, Data Analysis, Data Presentation, Data Processing, Analytical Skills

University of Illinois Urbana-Champaign

Machine Learning Algorithms with Python in Business Analytics

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

University of Illinois Urbana-Champaign

Applying Data Analytics in Marketing

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

University of Illinois Urbana-Champaign

Applying Data Analytics in Accounting

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