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Coupon Online Course Details
Classification-Based Machine Learning for Finance, Hands on guide on using classification based Machine Learning techniques with application in finance and investment
Created by Anthony NG
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What Will I Learn?
- Understand and implement logistic regression, linear discriminant analysis, quadratic discriminant analysis, Stochastic Gradient Descent classifier, Nearest Neighbors, Gaussian Naive Bayes and many more in Python for investment.
- Design investment strategies following professional Quant work flow
- Understanding and implement machine learning techniques utilizing Python scikit-learn library.
- Gain a deeper appreciation of challenges of modelling financial time series
- Understand the different categories of machine learning
- Understand the limitations of various machine learning techniques
- Develop a deep intuition of machine learning project and avoid making costly mistakes
Requirements
- Good understanding of Python data science stack.
- Deep appreciation of finance, algorithmic trading, and hedge fund investment strategies
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