University of Illinois Urbana-Champaign
Accounting Data Analytics Specialization
University of Illinois Urbana-Champaign

Accounting Data Analytics Specialization

Develop Data Analytics Skills for Accountants. This specialization develops students’ skills of data preparation, data visualization, data analysis, data interpretation, and machine learning algorithms and their applications to real-world problems.

Linden Lu
Ronald Guymon

Instructors: Linden Lu

Sponsored by BrightStar Care

10,545 already enrolled

Get in-depth knowledge of a subject
4.6

(182 reviews)

Intermediate level

Recommended experience

3 months
at 10 hours a week
Flexible schedule
Learn at your own pace
Get in-depth knowledge of a subject
4.6

(182 reviews)

Intermediate level

Recommended experience

3 months
at 10 hours a week
Flexible schedule
Learn at your own pace

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Specialization - 3 course series

What you'll learn

  • Articulate the benefits of using Big Data and analytics in the modern accounting profession.

  • Describe and implement a framework for using Big data to help provide insights that lead to action.

  • Critique the ability of a dataset to answer questions, then assemble data from different sources for summarization, visualization, and analysis.

  • Use Excel, Tableau, and Visual Basic for Applications to design and perform basic and advanced analyses.

Skills you'll gain

Category: Data Analysis
Category: Data Visualization
Category: Accounting
Category: Probability & Statistics
Category: Regression
Category: General Statistics

Accounting Data Analytics with Python

Course 242 hours4.4 (102 ratings)

What you'll learn

  • Know how to operate software that will help you create and run Python code.

  • Execute Python code for wrangling data from different structures into a Pandas dataframe structure.

  • Run and interpret fundamental data analytic tasks in Python including descriptive statistics, data visualizations, and regression.

  • Use relational databases and know how to manipulate such databases directly through the command line, and indirectly through a Python script.

Skills you'll gain

Category: Python Programming
Category: Statistical Programming
Category: Computer Programming
Category: Data Structures
Category: Databases
Category: Probability & Statistics
Category: SQL
Category: Theoretical Computer Science
Category: Data Visualization

Machine Learning for Accounting with Python

Course 364 hours4.6 (43 ratings)

What you'll learn

  • The concept of various machine learning algorithms.

  • How to apply machine learning models on datasets with Python in Jupyter Notebook.

  • How to evaluate machine learning models.

  • How to optimize machine learning models.

Skills you'll gain

Category: Machine Learning
Category: Algorithms
Category: Machine Learning Algorithms
Category: Python Programming

Instructors

Linden Lu
University of Illinois Urbana-Champaign
3 Courses19,533 learners

Offered by

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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