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.
Este curso forma parte de Programa especializado: Machine Learning for Trading
Ofrecido Por
Acerca de este Curso
Basic competency in Python, familiarity with the Scikit Learn, Statsmodels and Pandas library.
Familiarity with statistics, financial markets, ML
¿Podría tu empresa beneficiarse de la capacitación de los empleados en las habilidades más demandadas?
Prueba Coursera para negociosQué aprenderás
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.
Habilidades que obtendrás
- 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
¿Podría tu empresa beneficiarse de la capacitación de los empleados en las habilidades más demandadas?
Prueba Coursera para negociosOfrecido por
Programa - Qué aprenderás en este curso
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
Reseñas
- 5 stars44,54 %
- 4 stars27,10 %
- 3 stars14,33 %
- 2 stars7,16 %
- 1 star6,85 %
Principales reseñas sobre USING MACHINE LEARNING IN TRADING AND FINANCE
Very interesting course with integrated notebooks to learn concepts of how to apply machine learning to trading and finance
Video lectures were good. Expected better material for lab
This the best online course I've ever joined, very practical, and could be able to implement in the real world with your own thoughts plus the hints from the course.
Very interesting insights and new tools learned to improve trading algos and make smarter quantitative strategies
Acerca de Programa especializado: Machine Learning for Trading

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