Introduction to Quantitative Trading and TensorFlow
Build a Pair Trading Strategy Prediction Model
Build a Momentum-based Trading System
This course is for finance professionals, investment management professionals, and traders. Alternatively, this Specialization can be for machine learning professionals who seek to apply their craft to trading strategies.
At the end of the course you will be able to do the following:
- 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
To be successful in this course, you should have a basic competency in Python programming and familiarity with the Scikit Learn, Statsmodels and Pandas library. You should have a background in statistics (expected values and standard deviation, Gaussian distributions, higher moments, probability, linear regressions) and foundational knowledge of financial markets (equities, bonds, derivatives, market structure, hedging).
0
74 Ratings
Free
per course
Incentives
100% online
Course 2 of 3 in the
Flexible deadlines
Intermediate Level
Approx. 7 hours to complete
English
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FAQs About "Using Machine Learning in Trading and Finance"
Is the online course "Using Machine Learning in Trading and Finance" free?
Yes, "Using Machine Learning in Trading and Finance" is a free online course offered on the online classes platform Coursera
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