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  1. Home
  2. Learning Paths

Accounting Data Analytics Learning Path

Accounting Data Analytics is a Specialization designed by Coursera. It consists of four courses and can be completed in seven months .

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Description

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.

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Free Learning Paths by Career Track

Bootstrap Data ScientistBootstrap Data AnalystBootstrap Business AnalystBootstrap Data EngineerBootstrap Chief Data OfficerBootstrap Data Architect

Included Courses

Coursera
University of Illinois at Urbana-Champaign
Free
1. Introduction to Accounting Data Analytics and Visualization

19 hours

Beginner

18,936
C Microsoft Excel Python Tableau Algorithms Applied Mathematics Big Data Cluster Analysis Correlation
Coursera
University of Illinois at Urbana-Champaign
Free
2. Accounting Data Analytics with Python

32 hours

Intermediate

8,090
Jupyter Matplotlib Microsoft Excel NumPy Pandas Arrays Automation Big Data Data Analysis Data Analytics
Coursera
University of Illinois at Urbana-Champaign
Free
3. Machine Learning for Accounting with Python

64 hours

Intermediate

6,368
Jupyter Python scikit-learn Algorithms Classification Cluster Analysis Data Analysis Data Analytics
Coursera
University of Illinois at Urbana-Champaign
Free
4. Data Analytics in Accounting Capstone

19 hours

Intermediate

1,821
Python Classification Data Analysis Data Analytics Data Modeling Data Sets
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