• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
Log In
Join for Free
Coursera
  • Browse
  • Accounting Analytics

Accounting Analytics Courses Online

Learn accounting analytics to interpret financial data and support decision-making. Master tools like Excel and Tableau.

Skip to search results

Filter by

Subject
Required
 *

Language
Required
 *

The language used throughout the course, in both instruction and assessments.

Learning Product
Required
 *

Build job-relevant skills in under 2 hours with hands-on tutorials.
Learn from top instructors with graded assignments, videos, and discussion forums.
Learn a new tool or skill in an interactive, hands-on environment.
Get in-depth knowledge of a subject by completing a series of courses and projects.
Earn career credentials from industry leaders that demonstrate your expertise.
Earn career credentials while taking courses that count towards your Master’s degree.
Earn your Bachelor’s or Master’s degree online for a fraction of the cost of in-person learning.
Complete graduate-level learning without committing to a full degree program.
Earn a university-issued career credential in a flexible, interactive format.

Level
Required
 *

Duration
Required
 *

Skills
Required
 *

Subtitles
Required
 *

Educator
Required
 *

Explore the Accounting Analytics Course Catalog

  • Status: Free Trial
    Free Trial
    U

    University of Pennsylvania

    Accounting Analytics

    Skills you'll gain: Fraud detection, Financial Data, Financial Analysis, Financial Statement Analysis, Financial Forecasting, Business Analytics, Predictive Analytics, Analytics, Accounting, Business Metrics, Performance Analysis, Operational Analysis, Return On Investment, Key Performance Indicators (KPIs), Finance

    4.5
    Rating, 4.5 out of 5 stars
    ·
    3K reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Accounting Data Analytics

    Skills you'll gain: Machine Learning Algorithms, Data Visualization, Jupyter, Tableau Software, Matplotlib, Data Visualization Software, Unsupervised Learning, Pandas (Python Package), Scikit Learn (Machine Learning Library), Data Manipulation, Machine Learning, Excel Macros, Text Mining, Applied Machine Learning, Time Series Analysis and Forecasting, Data Processing, Analytics, SQL, Python Programming, Exploratory Data Analysis

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    568 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Preview
    Preview
    U

    University of Maryland, College Park

    AI Applications in Accounting and Finance

    Skills you'll gain: Accounting and Finance Software, Unstructured Data, Financial Data, Financial Statement Analysis, Image Analysis, Finance, Financial Analysis, Accounting, Emerging Technologies, Artificial Intelligence, Text Mining, Financial Reporting, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Trend Analysis, Data-Driven Decision-Making, Natural Language Processing

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    S

    Simplilearn

    Business Analytics using Excel

    Skills you'll gain: Data Visualization, Microsoft Excel, Excel Formulas, Pivot Tables And Charts, Dashboard, Excel Macros, Data Analysis, Analytics, Data Cleansing, Data Processing, Regression Analysis, Descriptive Statistics

    4.4
    Rating, 4.4 out of 5 stars
    ·
    22 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    G

    Google

    Introducing Data Analytics and Analytical Thinking

    Skills you'll gain: Business Analytics

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    Intuit

    Financial Statement Analysis

    Skills you'll gain: Reconciliation, Financial Statements, Financial Statement Analysis, Income Statement, Balance Sheet, Financial Reporting, Financial Analysis, Accounting, Analysis, Business Metrics, General Accounting, Cash Flows, Sales Tax, Accounts Payable, Equities, Payroll

    4.6
    Rating, 4.6 out of 5 stars
    ·
    741 reviews

    Beginner · Course · 1 - 4 Weeks

What brings you to Coursera today?

  • Status: Preview
    Preview
    J

    Johns Hopkins University

    Business Analytics with Excel: Elementary to Advanced

    Skills you'll gain: Risk Modeling, Operations Research, Regression Analysis, Microsoft Excel, Business Analytics, Risk Analysis, Business Process Modeling, Business Modeling, Data Modeling, Resource Allocation, Analysis, Statistical Analysis, Mathematical Modeling, Process Optimization, Financial Analysis, Statistical Methods, Predictive Analytics, Transportation Operations, Complex Problem Solving, Linear Algebra

    4.8
    Rating, 4.8 out of 5 stars
    ·
    4K reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    C

    Coursera Instructor Network

    Modern Data Analytics with Python, Excel & Generative AI

    Skills you'll gain: Business Intelligence, Excel Macros, Pandas (Python Package), Prompt Engineering, Forecasting, Data Storytelling, Time Series Analysis and Forecasting, Regression Analysis, Data Quality, ChatGPT, Microsoft Excel, Generative AI, Data Analysis, Report Writing, Interactive Data Visualization, Data Modeling, Exploratory Data Analysis, Data Visualization, Statistical Analysis, Automation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    337 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Accounting Data Analytics with Python

    Skills you'll gain: Jupyter, Matplotlib, Data Visualization, Pandas (Python Package), Data Manipulation, SQL, Data Visualization Software, Seaborn, Data Processing, Data Structures, NumPy, Programming Principles, Business Analysis, Databases, Accounting, Relational Databases, Data Modeling, Python Programming, Descriptive Statistics, Statistical Machine Learning

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    ·
    109 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Introduction to Accounting Data Analytics and Visualization

    Skills you'll gain: Data Visualization, Tableau Software, Data Visualization Software, Excel Macros, Analytics, Analytical Skills, Pivot Tables And Charts, Accounting Systems, Business Analytics, Microsoft Excel, Spreadsheet Software, Data-Driven Decision-Making, Data Manipulation, Data Analysis, Descriptive Statistics, Regression Analysis, Predictive Analytics, Data Architecture

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
    ·
    445 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Illinois Urbana-Champaign

    Fundamentals of Accounting

    Skills you'll gain: Management Accounting, Income Statement, Financial Statements, Performance Measurement, Balance Sheet, Organizational Strategy, Financial Statement Analysis, Capacity Management, Cost Accounting, Cost Control, Financial Accounting, Performance Metric, Cash Flows, Financial Reporting, Financial Analysis, Accounting, Budget Management, Business Metrics, Operational Analysis, Product Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    2K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    M

    Microsoft

    AI-Enhanced Data Analysis: From Raw Data to Deep Insights

    Skills you'll gain: Generative AI, Matplotlib, Plotly, Prompt Engineering, Data Ethics, Power BI, Data Visualization, Microsoft Excel, Data Manipulation, Data Cleansing, Exploratory Data Analysis, Pandas (Python Package), Data Transformation, Excel Formulas, Pivot Tables And Charts, Data Visualization Software, Data Analysis, Microsoft Copilot, Data Presentation, Data Processing

    4.3
    Rating, 4.3 out of 5 stars
    ·
    294 reviews

    Intermediate · Specialization · 3 - 6 Months

Accounting Analytics learners also search

Analytics
Business Analytics
Digital Analytics
Web Analytics
Financial Analytics
Social Media Analytics
Business Intelligence
Business Intelligence Projects
1234…282

In summary, here are 10 of our most popular accounting analytics courses

  • Accounting Analytics: University of Pennsylvania
  • Accounting Data Analytics: University of Illinois Urbana-Champaign
  • AI Applications in Accounting and Finance: University of Maryland, College Park
  • Business Analytics using Excel: Simplilearn
  • Introducing Data Analytics and Analytical Thinking: Google
  • Financial Statement Analysis: Intuit
  • Business Analytics with Excel: Elementary to Advanced: Johns Hopkins University
  • Modern Data Analytics with Python, Excel & Generative AI: Coursera Instructor Network
  • Accounting Data Analytics with Python: University of Illinois Urbana-Champaign
  • Introduction to Accounting Data Analytics and Visualization: University of Illinois Urbana-Champaign

Skills you can learn in Business Essentials

Analytics (37)
Presentation (33)
Modeling (29)
Business Analytics (27)
Language (26)
Microsoft Excel (26)
Writing (26)
Speech (18)
Plan (17)
Business Communication (16)
Decision-making (16)
Leadership (15)

Frequently Asked Questions about Accounting Analytics

Accounting Analytics refers to the application of data analysis techniques and tools to financial and accounting data to gain insights, identify patterns, and make informed business decisions. It involves using statistical analysis, data visualization, and other analytical methods to extract meaningful information from financial records and reports.‎

To excel in Accounting Analytics, it's beneficial to develop the following skills:

  • Financial knowledge: Understanding accounting principles, financial statements, and the overall financial reporting process is crucial.
  • Data analysis: Proficiency in data analysis using tools like Excel, SQL, or specialized accounting software allows you to manipulate and analyze financial data effectively.
  • Statistical analysis: Knowledge of statistical techniques helps in identifying trends, patterns, and anomalies in financial data.
  • Data visualization: Skill in presenting financial information visually through charts, graphs, and dashboards enhances communication and understanding.
  • Programming skills: Familiarity with programming languages like Python or R enables automation, large-scale data processing, and advanced analytics.
  • Critical thinking: The ability to think critically and interpret financial data to extract insights and identify potential areas for improvement.
  • Attention to detail: A keen eye for detail is essential to ensure accuracy in financial analysis and reporting.
  • Business acumen: Understanding business operations and industry-specific metrics aids in providing meaningful insights and recommendations.‎

Accounting Analytics skills are valuable in various job roles, including:

  • Financial Analyst
  • Data Analyst
  • Business Intelligence Analyst
  • Financial Planning and Analysis (FP&A) Analyst
  • Internal Auditor
  • Risk Analyst
  • Forensic Accountant
  • Financial Consultant
  • Management Accountant
  • Financial Systems Analyst

These roles involve utilizing accounting analytics techniques to analyze financial data, support decision-making, and provide insights for business improvement.‎

Accounting Analytics is well-suited for individuals who possess the following qualities:

  • Strong analytical skills: The ability to analyze complex financial data and draw meaningful conclusions is crucial.
  • Attention to detail: A meticulous approach to working with financial information and ensuring accuracy in analysis.
  • Curiosity and problem-solving mindset: A desire to explore financial data, identify patterns, and find solutions to business challenges.
  • Accounting knowledge: A solid foundation in accounting principles and financial reporting enhances the ability to understand and interpret financial data effectively.
  • Technological aptitude: Comfort with using data analysis tools, accounting software, and programming languages to manipulate and analyze financial data.
  • Communication skills: The ability to communicate financial insights and recommendations to non-technical stakeholders in a clear and understandable manner.
  • Business acumen: Understanding the broader business context and how financial analysis can impact decision-making and strategic planning.‎

Several topics are related to Accounting Analytics that can further enhance your skills and knowledge. Some of these topics include:

  • Financial statement analysis
  • Data visualization for financial data
  • Forensic accounting and fraud detection
  • Financial modeling and forecasting
  • Cost accounting and cost analysis
  • Data mining and pattern recognition in financial data
  • Advanced Excel techniques for financial analysis
  • Business intelligence and analytics tools for finance professionals
  • Machine learning applications in accounting and finance
  • Financial risk analysis and management‎

Online Accounting Analytics courses offer a convenient and flexible way to enhance your knowledge or learn new Accounting Analytics skills. Choose from a wide range of Accounting Analytics courses offered by top universities and industry leaders tailored to various skill levels.‎

When looking to enhance your workforce's skills in Accounting Analytics, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here.‎

This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

Other topics to explore

Arts and Humanities
338 courses
Business
1095 courses
Computer Science
668 courses
Data Science
425 courses
Information Technology
145 courses
Health
471 courses
Math and Logic
70 courses
Personal Development
137 courses
Physical Science and Engineering
413 courses
Social Sciences
401 courses
Language Learning
150 courses

Coursera Footer

Skills

  • Artificial Intelligence (AI)
  • Cybersecurity
  • Data Analytics
  • Digital Marketing
  • English Speaking
  • Generative AI (GenAI)
  • Microsoft Excel
  • Microsoft Power BI
  • Project Management
  • Python

Certificates & Programs

  • Google Cybersecurity Certificate
  • Google Data Analytics Certificate
  • Google IT Support Certificate
  • Google Project Management Certificate
  • Google UX Design Certificate
  • IBM Data Analyst Certificate
  • IBM Data Science Certificate
  • Machine Learning Certificate
  • Microsoft Power BI Data Analyst Certificate
  • UI / UX Design Certificate

Industries & Careers

  • Business
  • Computer Science
  • Data Science
  • Education & Teaching
  • Engineering
  • Finance
  • Healthcare
  • Human Resources (HR)
  • Information Technology (IT)
  • Marketing

Career Resources

  • Career Aptitude Test
  • Examples of Strengths and Weaknesses for Job Interviews
  • High-Income Skills to Learn
  • How Does Cryptocurrency Work?
  • How to Highlight Duplicates in Google Sheets
  • How to Learn Artificial Intelligence
  • Popular Cybersecurity Certifications
  • Preparing for the PMP Certification
  • Signs You Will Get the Job After an Interview
  • What Is Artificial Intelligence?

Coursera

  • About
  • What We Offer
  • Leadership
  • Careers
  • Catalog
  • Coursera Plus
  • Professional Certificates
  • MasterTrack® Certificates
  • Degrees
  • For Enterprise
  • For Government
  • For Campus
  • Become a Partner
  • Social Impact
  • Free Courses
  • Share your Coursera learning story

Community

  • Learners
  • Partners
  • Beta Testers
  • Blog
  • The Coursera Podcast
  • Tech Blog

More

  • Press
  • Investors
  • Terms
  • Privacy
  • Help
  • Accessibility
  • Contact
  • Articles
  • Directory
  • Affiliates
  • Modern Slavery Statement
  • Manage Cookie Preferences
Learn Anywhere
Download on the App Store
Get it on Google Play
Logo of Certified B Corporation
© 2025 Coursera Inc. All rights reserved.
  • Coursera Facebook
  • Coursera Linkedin
  • Coursera Twitter
  • Coursera YouTube
  • Coursera Instagram
  • Coursera TikTok