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University of Illinois at Urbana-Champaign

Accounting Data Analytics

University of Illinois at Urbana-Champaign via Coursera Specialization

Overview

This specialization develops learners’ analytics mindset and knowledge of data analytics tools and techniques. Specifically, this specialization develops learners' analytics skills by first introducing an analytic mindset, data preparation, visualization, and analysis using Excel. Next, this specialization develops learners' skills of using Python for data preparation, data visualization, data analysis, and data interpretation and the ability to apply these skills to issues relevant to accounting. This specialization also develops learners’ skills in machine learning algorithms (using Python), including classification, regression, clustering, text analysis, time series analysis, and model optimization, as well as their ability to apply these machine learning skills to real-world problems.

Syllabus

Course 1: Introduction to Accounting Data Analytics and Visualization
- Offered by University of Illinois at Urbana-Champaign. Accounting has always been about analytical thinking. From the earliest days of the ... Enroll for free.

Course 2: Accounting Data Analytics with Python
- Offered by University of Illinois at Urbana-Champaign. This course focuses on developing Python skills for assembling business data. It will ... Enroll for free.

Course 3: Machine Learning for Accounting with Python
- Offered by University of Illinois at Urbana-Champaign. This course, Machine Learning for Accounting with Python, introduces machine learning ... Enroll for free.

Course 4: Data Analytics in Accounting Capstone
- Offered by University of Illinois at Urbana-Champaign. This capstone is the last course in the Data Analytics in Accountancy Specialization. ... Enroll for free.

Courses

Taught by

Linden Lu and Ronald Guymon

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