This course provides the foundation for developing advanced trading strategies using machine learning techniques. In this course, you’ll review the key components that are common to every trading strategy, no matter how complex. You’ll be introduced to multiple trading strategies including quantitative trading, pairs trading, and momentum trading. By the end of the course, you will be able to design basic quantitative trading strategies, build machine learning models using Keras and TensorFlow, build a pair trading strategy prediction model and back test it, and build a momentum-based trading model and back test it.
Ce cours fait partie de la Spécialisation Machine Learning for Trading
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À propos de ce cours
Basic competency in Python, familiarity with the Scikit Learn, Statsmodels and Pandas library.
Familiarity with statistics, financial markets, ML
Votre entreprise pourrait-elle bénéficier de la formation des employés à des compétences recherchées ?
Essayez Coursera pour les affairesCe que vous allez apprendre
Design basic quantitative trading strategies
Use Keras and Tensorflow to build machine learning models
Build a pair trading strategy prediction model and back test it.
Build a momentum-based trading model and back test it.
Compétences que vous acquerrez
- Algorithmic Trading
- Python Programming
- Machine Learning
Basic competency in Python, familiarity with the Scikit Learn, Statsmodels and Pandas library.
Familiarity with statistics, financial markets, ML
Votre entreprise pourrait-elle bénéficier de la formation des employés à des compétences recherchées ?
Essayez Coursera pour les affairesProgramme de cours : ce que vous apprendrez dans ce cours
Introduction to Quantitative Trading and TensorFlow
Introduction to TensorFlow
Training neural networks with Tensorflow 2 and Keras
Build a Momentum-based Trading System
Build a Pair Trading Strategy Prediction Model
Avis
- 5 stars44,54 %
- 4 stars27,10 %
- 3 stars14,33 %
- 2 stars7,16 %
- 1 star6,85 %
Meilleurs avis pour USING MACHINE LEARNING IN TRADING AND FINANCE
Very Good Course, Rich in Material, Very useful.
Only some lab can not successfully functional. ( wihile downloading stock data )
Very interesting course with integrated notebooks to learn concepts of how to apply machine learning to trading and finance
This course was great!!! I think they skipped over a lot so it takes a lot of time to learn the details of the skills. But it definitely gives you the tools needed!
Great course for the trading, clear structure and easy to understand.
À propos du Spécialisation Machine Learning for Trading

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