Global Certificate in AI for Trading Backtesting
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โข Introduction to AI & Machine Learning: Understanding the basics of AI and Machine Learning algorithms, including supervised and unsupervised learning.
โข Time Series Analysis: Analyzing and modeling financial data using time series analysis techniques.
โข Feature Engineering: Creating and selecting features for AI models, including technical indicators and other market data.
โข AI Model Training & Evaluation: Training and evaluating AI models for backtesting, including hyperparameter tuning and model selection.
โข Backtesting Strategies: Implementing and evaluating backtesting strategies, including walk-forward and Monte Carlo simulations.
โข AI Model Deployment & Monitoring: Deploying and monitoring AI models for trading, including real-time data processing and alerting.
โข Ethics & Regulations in AI Trading: Understanding the ethical and regulatory considerations for AI trading, including data privacy and market manipulation.
โข Emerging Trends in AI Trading: Exploring the latest trends and innovations in AI trading, including deep learning and reinforcement learning.
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