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.

Skills you'll gain: Credit Risk, Risk Modeling, Banking, Financial Analysis, Risk Analysis, Financial Statement Analysis, Financial Systems, Finance, Financial Regulations, Bankruptcies, Loans, Balance Sheet, Cash Flows, Analytical Skills
Mixed · Course · 1 - 4 Weeks

Skills you'll gain: Data Processing, Scalability, Data Manipulation, Pandas (Python Package), Applied Machine Learning, Predictive Modeling, Python Programming, Machine Learning Algorithms, NumPy, Statistical Methods, Exploratory Data Analysis
Intermediate · Course · 1 - 4 Weeks

Coursera
Skills you'll gain: Predictive Modeling, Data Visualization, Statistical Analysis, Data Manipulation, Data Analysis, Data Science, Pandas (Python Package), Data Visualization Software, Statistics, Data Wrangling, Data Cleansing, Data Processing, Data-Driven Decision-Making, Business Analytics, Exploratory Data Analysis, Machine Learning
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Feature Engineering, Classification And Regression Tree (CART), Decision Tree Learning, Applied Machine Learning, Random Forest Algorithm, Responsible AI, Predictive Modeling, Data Import/Export, Machine Learning, Predictive Analytics
Beginner · Guided Project · Less Than 2 Hours

Coursera
Skills you'll gain: Generative AI Agents, LangChain, LLM Application, Agentic systems, Development Environment, Generative AI, OpenAI, Artificial Intelligence, Scalability, Virtual Environment, Performance Testing, Programming Principles, Performance Tuning, Design
Intermediate · Course · 1 - 4 Weeks
Skills you'll gain: Data Storytelling, Data Visualization, Storytelling, Financial Data, Data Visualization Software, Financial Acumen, Finance, Process Flow Diagrams, Verbal Communication Skills, Presentations, Communication, Plotly, Matplotlib, Analysis, Customer Engagement, Target Audience
Intermediate · Course · 1 - 4 Weeks

Interactive Brokers
Skills you'll gain: Business Economics, Economics, Economic Development, Gross Profit, Fiscal Management, Financial Policy, Corporate Finance, Financial Statements, Financial Market, Supply And Demand, Banking, Market Dynamics, Forecasting
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Embedded Systems, Tensorflow, Applied Machine Learning, Data Processing, Artificial Neural Networks, Computer Vision, Artificial Intelligence, Supervised Learning, Deep Learning, Image Analysis, Machine Learning, Performance Tuning
Intermediate · Course · 1 - 3 Months

Interactive Brokers
Skills you'll gain: Growth Strategies, Business Valuation, Investments, Profit and Loss (P&L) Management, Competitive Analysis, Financial Analysis, Business Metrics, Market Trend, Market Dynamics, Financial Forecasting, Risk Analysis
Beginner · Course · 1 - 4 Weeks

University of Colorado Boulder
Skills you'll gain: Penetration Testing, Network Security, Network Monitoring, Exploitation techniques, Virtual Private Networks (VPN), Cryptographic Protocols, Network Protocols, General Networking, Computer Networking, Command-Line Interface, Network Analysis, Proxy Servers
Build toward a degree
Intermediate · Course · 1 - 3 Months

Alfaisal University | KLD
Skills you'll gain: Depreciation, Fixed Asset, Asset Management, Property Accounting, Expense Management, Accounting, Business Valuation, Generally Accepted Accounting Principles (GAAP), Financial Reporting, International Financial Reporting Standards
Beginner · Course · 1 - 4 Weeks

Packt
Skills you'll gain: NumPy, Scientific Visualization, Jupyter, Time Series Analysis and Forecasting, Graphing, Data Visualization Software, Data Structures, Python Programming, Numerical Analysis, Data Manipulation, Mathematical Software
Beginner · Course · 1 - 4 Weeks