Professional Certificate in ML Equity Research
-- ViewingNowThe Professional Certificate in Machine Learning (ML) Equity Research is a comprehensive course designed to equip learners with essential skills for career advancement in the financial industry. This program integrates ML techniques with traditional equity research methodologies, catering to the growing industry demand for professionals who can leverage data-driven insights.
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GBP £ 140
GBP £ 202
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โข Machine Learning Fundamentals: Introduction to machine learning, supervised and unsupervised learning, regression and classification algorithms, model evaluation
โข Data Preprocessing for ML: Data cleaning, feature engineering, data normalization, dimensionality reduction
โข Financial Statement Analysis: Understanding financial statements, ratio analysis, cash flow analysis
โข Stock Price Prediction: Time series analysis, ARIMA, LSTM, technical indicators
โข Natural Language Processing: Text preprocessing, sentiment analysis, topic modeling
โข Portfolio Optimization: Modern portfolio theory, efficient frontier, risk management
โข Machine Learning Ethics: Bias and fairness in machine learning, ethical considerations in finance
โข Deploying ML Models: Cloud platforms, version control, model monitoring
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