• For Individuals
  • For Businesses
  • For Universities
  • For Governments
Coursera
  • Online Degrees
  • Careers
  • Log In
  • Join for Free
    Coursera
    • Browse
    • Computational Finance

    Computational Finance Courses Online

    Understand computational finance for quantitative analysis in finance. Learn to use mathematical models and algorithms for trading and risk management.

    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.
    Earn a university-issued career credential in a flexible, interactive format.
    Graduate level learning within reach.

    Level
    Required
     *

    Duration
    Required
     *

    Skills
    Required
     *

    Subtitles
    Required
     *

    Educator
    Required
     *

    Explore the Computational Finance Course Catalog

    • Status: Free
      Free
      U

      University of California San Diego

      Biology Meets Programming: Bioinformatics for Beginners

      Skills you'll gain: Bioinformatics, Programming Principles, Molecular Biology, Python Programming, Computational Thinking, Biology, Algorithms, Data Structures

      4.2
      Rating, 4.2 out of 5 stars
      ·
      1.6K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free
      Free
      E

      Erasmus University Rotterdam

      Advanced Valuation and Strategy - M&A, Private Equity, and Venture Capital

      Skills you'll gain: Strategic Decision-Making, Business Valuation, Private Equity, Mergers & Acquisitions, Game Theory, Strategic Thinking, Financial Analysis, Business Strategy, Return On Investment, Investment Banking, Cash Flows, Corporate Finance, Competitive Analysis

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      1.3K reviews

      Advanced · Course · 1 - 3 Months

    • Status: Free
      Free
      C

      Coursera Instructor Network

      Real Estate Financial Modeling

      Skills you'll gain: Financial Modeling, Financial Forecasting, Real Estate, Forecasting, Cash Flow Forecasting, Commercial Real Estate, Risk Management, Property and Real Estate, Investment Management, Risk Analysis, Investments, Financial Analysis, Return On Investment

      4.5
      Rating, 4.5 out of 5 stars
      ·
      45 reviews

      Beginner · Course · 1 - 4 Weeks

    • C

      Columbia University

      Introduction to Financial Engineering and Risk Management

      Skills you'll gain: Financial Market, Securities (Finance), Derivatives, Financial Systems, Actuarial Science, Mathematical Modeling, Mathematics and Mathematical Modeling, Applied Mathematics, Financial Trading, Capital Markets, Financial Services, Securities Trading, Futures Exchange, Equities, Finance, Financial Modeling, Market Liquidity, Risk Modeling, Probability, Risk Management

      4.6
      Rating, 4.6 out of 5 stars
      ·
      278 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free
      Free
      U

      Universidad Nacional Autónoma de México

      Contabilidad para no contadores

      Skills you'll gain: Balance Sheet, Income Statement, Financial Statements, Accounting Records, Cash Flows, Financial Accounting, Accounting, Financial Reporting, Standard Accounting Practices, Generally Accepted Accounting Principles (GAAP), Financial Analysis

      4.8
      Rating, 4.8 out of 5 stars
      ·
      9.5K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free
      Free
      E

      Erasmus University Rotterdam

      Principles of Sustainable Finance

      Skills you'll gain: Environmental Social And Corporate Governance (ESG), Stakeholder Engagement, Corporate Sustainability, Risk Management, Finance, Asset Management, Investment Management, Economics, Policy, and Social Studies, Banking, Business Strategy

      4.7
      Rating, 4.7 out of 5 stars
      ·
      1.8K reviews

      Intermediate · Course · 1 - 3 Months

    • I

      IESE Business School

      Foundations of Management

      Skills you'll gain: Financial Statement Analysis, Financial Statements, Income Statement, Organizational Leadership, Organizational Change, Product Management, Accounting, Team Motivation, Cash Flows, Operational Analysis, People Management, Financial Accounting, Marketing, Brand Management, Brand Strategy, Balance Sheet, Financial Analysis, Business Analysis, Business, Complex Problem Solving

      4.8
      Rating, 4.8 out of 5 stars
      ·
      5.2K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free
      Free
      C

      Coursera Project Network

      Getting Started with Microsoft Excel

      Skills you'll gain: Microsoft Excel, Excel Formulas, Spreadsheet Software, Productivity Software, Microsoft 365

      4.6
      Rating, 4.6 out of 5 stars
      ·
      12K reviews

      Intermediate · Guided Project · Less Than 2 Hours

    • P

      PwC

      Problem Solving with Excel

      Skills you'll gain: Excel Formulas, Microsoft Excel, Data Cleansing, Spreadsheet Software, Data Analysis Expressions (DAX), Data Validation, Complex Problem Solving, Statistical Analysis, Financial Analysis

      4.7
      Rating, 4.7 out of 5 stars
      ·
      5.4K reviews

      Beginner · Course · 1 - 4 Weeks

    • I

      IESE Business School

      Accounting: Principles of Financial Accounting

      Skills you'll gain: Financial Statement Analysis, Financial Statements, Income Statement, Accounting, Cash Flows, Financial Accounting, Balance Sheet, Financial Analysis, Financial Reporting, Generally Accepted Accounting Principles (GAAP), Accrual Accounting

      4.8
      Rating, 4.8 out of 5 stars
      ·
      3.2K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free
      Free
      C

      Coursera Project Network

      Construct Stock Market Indices

      Skills you'll gain: Market Data, Google Sheets, Market Liquidity, Data Import/Export, Equities, Financial Analysis, Financial Market

      4.5
      Rating, 4.5 out of 5 stars
      ·
      187 reviews

      Advanced · Guided Project · Less Than 2 Hours

    • G

      Google Cloud

      Introduction to Trading, Machine Learning & GCP

      Skills you'll gain: Machine Learning, Google Cloud Platform, Applied Machine Learning, Supervised Learning, Time Series Analysis and Forecasting, Financial Trading, Deep Learning, Statistical Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Neural Networks, Securities Trading, Technical Analysis, Financial Forecasting, Quantitative Research, Financial Modeling, Forecasting, Regression Analysis

      4
      Rating, 4 out of 5 stars
      ·
      872 reviews

      Intermediate · Course · 1 - 4 Weeks

    1…789…114

    In summary, here are 10 of our most popular computational finance courses

    • Biology Meets Programming: Bioinformatics for Beginners: University of California San Diego
    • Advanced Valuation and Strategy - M&A, Private Equity, and Venture Capital: Erasmus University Rotterdam
    • Real Estate Financial Modeling: Coursera Instructor Network
    • Introduction to Financial Engineering and Risk Management: Columbia University
    • Contabilidad para no contadores : Universidad Nacional Autónoma de México
    • Principles of Sustainable Finance : Erasmus University Rotterdam
    • Foundations of Management: IESE Business School
    • Getting Started with Microsoft Excel: Coursera Project Network
    • Problem Solving with Excel : PwC
    • Accounting: Principles of Financial Accounting: IESE Business School

    Skills you can learn in Finance

    Investment (23)
    Market (economics) (20)
    Stock (18)
    Financial Statement (14)
    Financial Accounting (13)
    Modeling (13)
    Corporate Finance (11)
    Financial Analysis (11)
    Trading (11)
    Evaluation (10)
    Financial Markets (10)
    Pricing (10)

    Frequently Asked Questions about Computational Finance

    Computational finance is a field that combines finance, mathematics, and computer science to develop advanced models, algorithms, and computational tools for financial analysis, risk assessment, and decision-making. It involves using mathematical and statistical methods, along with programming and data analysis techniques, to analyze financial markets, develop trading strategies, model asset pricing, manage portfolios, and evaluate investment risks.‎

    To excel in computational finance, you need to develop the following skills:

    • Financial Knowledge: Understanding of financial markets, instruments, and concepts, including asset pricing, portfolio management, risk management, and derivatives.
    • Mathematical and Statistical Modeling: Proficiency in mathematical and statistical methods used in finance, such as probability theory, calculus, optimization, time series analysis, and regression modeling.
    • Programming and Data Analysis: Skills in programming languages such as Python, R, or MATLAB to implement financial models, analyze data, and perform simulations.
    • Quantitative Analysis: Ability to analyze and interpret financial data, identify patterns, validate models, and make informed decisions based on quantitative analysis.
    • Financial Modeling: Knowledge of building and evaluating financial models, including option pricing models, stochastic processes, and Monte Carlo simulations.
    • Risk Management: Understanding of risk assessment and management techniques, including value-at-risk (VaR), stress testing, and scenario analysis.
    • Computational Tools: Familiarity with financial software packages and libraries, such as Bloomberg, Excel, or specialized tools for quantitative finance.
    • Econometrics: Knowledge of econometric techniques for analyzing relationships between economic variables and modeling financial time series data.
    • Financial Databases and Market Data: Experience in accessing and utilizing financial databases and market data sources to gather relevant information for analysis and modeling.
    • Communication and Collaboration: Ability to communicate complex financial concepts effectively and work collaboratively in multidisciplinary teams.‎

    With computational finance skills, you can pursue various job opportunities, including:

    • Quantitative Analyst
    • Financial Risk Analyst
    • Financial Engineer
    • Quantitative Trader
    • Data Scientist (specializing in finance)
    • Portfolio Analyst
    • Investment Analyst
    • Risk Manager
    • Financial Modeler
    • Research Analyst in Finance

    These roles involve utilizing computational techniques, mathematical modeling, and statistical analysis to evaluate financial data, develop trading strategies, manage risks, and support investment decision-making.‎

    Computational finance is well-suited for individuals who possess the following qualities:

    • Strong Analytical Skills: The ability to analyze complex financial data, identify patterns, and derive meaningful insights using mathematical and statistical techniques.
    • Mathematical Aptitude: Comfort with mathematical concepts, including calculus, probability theory, and linear algebra, as they form the foundation of computational finance.
    • Programming Proficiency: Experience or willingness to learn programming languages and tools used in quantitative finance, such as Python, R, or MATLAB.
    • Attention to Detail: Meticulousness in handling financial data, developing models, and ensuring accuracy in analysis and simulations.
    • Problem-Solving Orientation: Aptitude for tackling complex financial problems, designing algorithms, and developing innovative solutions.
    • Curiosity and Continuous Learning: A passion for staying updated with the latest financial market trends, industry regulations, and computational finance techniques.
    • Team Player: Ability to work collaboratively in cross-functional teams, communicate effectively, and contribute to the success of quantitative finance projects.
    • Financial Literacy: Understanding of financial markets, investment instruments, and risk management principles.‎

    Several topics are related to computational finance that you can study to enhance your skills and knowledge, including:

    • Financial Markets and Instruments
    • Mathematical Methods in Finance
    • Option Pricing Models
    • Stochastic Calculus and Processes
    • Portfolio Optimization and Asset Allocation
    • Risk Management in Finance
    • Time Series Analysis for Financial Data
    • Monte Carlo Simulations in Finance
    • Algorithmic Trading and High-Frequency Trading
    • Machine Learning in Finance

    Exploring these topics through online courses, academic programs, research papers, and practical projects will provide a comprehensive understanding of the concepts and techniques used in computational finance, allowing you to apply them effectively in real-world financial analysis and decision-making.‎

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

    When looking to enhance your workforce's skills in Computational Finance, 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

    Technical Skills

    • ChatGPT
    • Coding
    • Computer Science
    • Cybersecurity
    • DevOps
    • Ethical Hacking
    • Generative AI
    • Java Programming
    • Python
    • Web Development

    Analytical Skills

    • Artificial Intelligence
    • Big Data
    • Business Analysis
    • Data Analytics
    • Data Science
    • Financial Modeling
    • Machine Learning
    • Microsoft Excel
    • Microsoft Power BI
    • SQL

    Business Skills

    • Accounting
    • Digital Marketing
    • E-commerce
    • Finance
    • Google
    • Graphic Design
    • IBM
    • Marketing
    • Project Management
    • Social Media Marketing

    Career Resources

    • Essential IT Certifications
    • High-Income Skills to Learn
    • How to Get a PMP Certification
    • How to Learn Artificial Intelligence
    • Popular Cybersecurity Certifications
    • Popular Data Analytics Certifications
    • What Does a Data Analyst Do?
    • Career Development Resources
    • Career Aptitude Test
    • Share your Coursera Learning Story

    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
    • ECTS Credit Recommendations

    Community

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

    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