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Python Finance Courses

Python finance courses can help you learn data analysis, financial modeling, algorithmic trading, and risk management. You can build skills in using libraries like Pandas for data manipulation, NumPy for numerical analysis, and Matplotlib for data visualization. Many courses also cover quantitative methods and portfolio optimization techniques, providing practical applications for financial decision-making. By working with real datasets, you’ll gain hands-on experience that prepares you for roles in finance and investment analysis.


Popular Python Finance Courses and Certifications


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    Packt

    Core Machine Learning & Evaluation

    Skills you'll gain: Model Evaluation, Supervised Learning, Feature Engineering, Applied Machine Learning, Machine Learning, Machine Learning Algorithms, Statistical Machine Learning, Predictive Modeling, Artificial Intelligence and Machine Learning (AI/ML), Data Preprocessing, Scikit Learn (Machine Learning Library), Random Forest Algorithm, Regression Analysis, Classification Algorithms, Logistic Regression, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Automate, Optimize, and Monitor ML Models

    Skills you'll gain: Verification And Validation, Data Pipelines

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    ML Production Systems

    Skills you'll gain: Unit Testing, Test Driven Development (TDD), Software Testing, Scalability, Dashboard, MLOps (Machine Learning Operations), Testability, Kubernetes, Version Control, Model Deployment, Performance Tuning, Software Engineering, PyTorch (Machine Learning Library), Tensorflow, CI/CD, Containerization, Docker (Software), Scikit Learn (Machine Learning Library), Git (Version Control System), Python Programming

    Intermediate · Specialization · 1 - 3 Months

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    University of Illinois Urbana-Champaign

    Banking and Financial Institutions

    Skills you'll gain: Financial Systems, Bank Regulations, Banking, Financial Regulation, Financial Services, Risk Management, Retail Banking, Commercial Banking, Credit Risk, Finance, Payment Systems, FinTech, Operational Risk, Financial Market, Investment Banking, Securities (Finance), Balance Sheet

    4.7
    Rating, 4.7 out of 5 stars
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    293 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Systematic ML Optimization

    Skills you'll gain: MLOps (Machine Learning Operations), Image Analysis, Multimodal Prompts, Debugging, Computer Vision, Algorithms, Model Evaluation, Applied Machine Learning, Performance Tuning, Failure Mode And Effects Analysis, Verification And Validation, Root Cause Analysis, Performance Analysis, Machine Learning, Deep Learning, Artificial Neural Networks, Tensorflow, Data Visualization, Python Programming, Experimentation

    Intermediate · Specialization · 3 - 6 Months

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    Automatic Data Processing, Inc. (ADP)

    ADP Entry-Level Payroll Specialist

    Skills you'll gain: Payroll Tax, Payroll, Payroll Systems, Payroll Processing, Payroll Administration, Payroll Reporting, Tax Compliance, Tax Management, Labor Compliance, Compensation Management, Human Resources Information System (HRIS), Non-Profit Accounting, Data Entry, Income Tax, Workforce Management, Customer Service, Benefits Administration, Labor Law, Specialized Accounting, Data Analysis

    4.7
    Rating, 4.7 out of 5 stars
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    764 reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    Saïd Business School, University of Oxford

    AI in Financial Services: Foundations through future trends

    Skills you'll gain: FinTech, Financial Inclusion, Financial Services, Responsible AI, Data Ethics, Artificial Intelligence, Mobile Banking, Banking Services, Data Sharing, Financial Regulation, Data Governance, Application Programming Interface (API), Financial Data, Banking, Finance, Artificial Intelligence and Machine Learning (AI/ML), Business Ethics, Innovation, General Data Protection Regulation (GDPR), Natural Language Processing

    4.7
    Rating, 4.7 out of 5 stars
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    78 reviews

    Beginner · Specialization · 3 - 6 Months

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    Coursera

    Invoice Processing: From Receipt to Routing

    Skills you'll gain: Accounts Payable, Invoicing, Billing & Invoicing, Vendor Relationship Management, Payment Processing and Collection, Process Mapping, Project Documentation, Workflow Management, Accounting and Finance Software, Procedure Development, Accounting, Standard Accounting Practices, Business Process Automation, Document Control, Digital Transformation

    Beginner · Course · 1 - 4 Weeks

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    Universitat Politècnica de València

    IT Fundamentals for Business Profiles: Software development

    Skills you'll gain: Systems Development Life Cycle, Software Development Life Cycle, User Interface and User Experience (UI/UX) Design, Software Design, Usability, Software Development Methodologies, Information Systems, Software Development, Project Management, Program Standards, Business Systems, Version Control, Management Information Systems, Software Documentation, Emerging Technologies

    Beginner · Course · 1 - 3 Months

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    Alex Genadinik

    Prompt Engineering For New Professionals

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Multimodal Prompts, Data Ethics, AI Enablement, Large Language Modeling, Generative AI, Target Audience

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze and Build Trading Systems Using Market Models

    Skills you'll gain: Financial Trading, Financial Market, Technical Analysis, Derivatives, Statistical Analysis, Market Dynamics, Risk Analysis, Market Analysis, Trend Analysis, Performance Analysis, Probability Distribution, Behavioral Economics, Model Evaluation

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Secure Mobile AI Models Against Attacks

    Skills you'll gain: AI Security, Mobile Security, Model Deployment, Mobile Development, Continuous Monitoring, Application Security, Threat Modeling, Apple iOS, Security Requirements Analysis, System Monitoring, Encryption, Threat Management, Security Management, Information Privacy, Program Implementation

    Intermediate · Course · 1 - 4 Weeks

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

  • Core Machine Learning & Evaluation: Packt
  • Automate, Optimize, and Monitor ML Models: Coursera
  • ML Production Systems: Coursera
  • Banking and Financial Institutions: University of Illinois Urbana-Champaign
  • Systematic ML Optimization: Coursera
  • ADP Entry-Level Payroll Specialist: Automatic Data Processing, Inc. (ADP)
  • AI in Financial Services: Foundations through future trends: Saïd Business School, University of Oxford
  • Invoice Processing: From Receipt to Routing: Coursera
  • IT Fundamentals for Business Profiles: Software development: Universitat Politècnica de València
  • Prompt Engineering For New Professionals: Alex Genadinik

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