LEARNING RESOURCES
AI in Trading & Quant Finance
Learn quantitative methods and market data analysis; educational material, not investment advice. Browse 17 selected links, organized into 4 groups.
Quantitative foundations
4 resources- QuantEconOpen lectures on economics, computation and quantitative methods.quantecon.org
- MIT OpenCourseWare: FinanceUniversity course material covering finance and mathematical methods.ocw.mit.edu
- NYU Stern: Aswath DamodaranOpen valuation data, lectures and corporate-finance resources.pages.stern.nyu.edu
- CFA Institute Research & LearningInvestment research and professional learning resources.www.cfainstitute.org
Data, backtesting & market structure
5 resources- QuantConnect LearningLessons on algorithmic trading research and backtesting.www.quantconnect.com
- FRED Economic DataPublic economic time-series data from the Federal Reserve Bank of St. Louis.fred.stlouisfed.org
- Backtrader DocumentationDocumentation for developing and testing trading strategies.www.backtrader.com
- Interactive Brokers CampusPlatform education, market concepts and API documentation.www.interactivebrokers.com
- SEC EDGARSearch public company filings and regulatory disclosures.www.sec.gov
Statistics & machine learning
4 resources- Forecasting: Principles and PracticeFree textbook about time-series forecasting and evaluation.otexts.com
- statsmodels User GuideStatistical modeling and time-series documentation for Python.www.statsmodels.org
- scikit-learn Model EvaluationGuidance on validation, metrics and model evaluation.scikit-learn.org
- Financial Data ScienceCourse catalogue for finance and data-science study.www.edx.org
Risk & market regulation
4 resources- CFTC Learn & ProtectConsumer education and information on derivatives markets.www.cftc.gov
- FINRA Investor EducationInvestor education, tools and market-risk information.www.finra.org
- SEC Investor.govOfficial investor education and fraud-prevention resources.www.investor.gov
- BIS Working PapersResearch on financial markets, institutions and stability.www.bis.org
About these links
These are independent external resources, not courses hosted by Indipoint Tools. Availability, content, cost and account requirements can change. Check the publisher's page and terms before using a resource.