- Type Certification
- Level Advanced
- Time Weeks
- Cost Paid
Financial Data Professional (FDP)
Issued by
CAIA Association
Earners of this designation have demonstrated specialized knowledge of alternative data, machine learning, & artificial intelligence applications on the investment process. Earners understand the risks & rewards of alternative data for investment decisions, can assess the accuracy of machine learning models & apply data science concepts. Earners have developed knowledge of programming, quantitative methods, classification vs regression analysis & visualizing machine learning model performance.
- Type Certification
- Level Advanced
- Time Weeks
- Cost Paid
Skills
- AI Ethics
- AI Regulation
- Alternative Data
- Alternative Investments
- Analytics And Big Data
- Analyze Backtesting For ML Models
- Analyze Data
- Artificial Intelligence (AI)
- Asset Management
- ChatGPT
- Classification And Regression Trees
- Critical Thinking
- Data Science
- Financial Analysis
- Financial Modeling
- Generative AI
- Investing
- Large Language Models
- Linear Regression Models
- Machine Learning
- Machine Learning Methods
- Manipulate Data
- Neural Networks
- NLP
- Python (Programming Language)
- Quantitative Research
- R (Programming Language)
- Text Mining