Difference between revisions of "Machine Learning for Trading Course"

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* For Mini-course 1: Python for Finance by Yves Hilpisch [http://www.amazon.com/gp/product/1491945281/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=1491945281&linkCode=as2&tag=teambotsorg&linkId=4PRNWOH623EPCBUP]
 
* For Mini-course 1: Python for Finance by Yves Hilpisch [http://www.amazon.com/gp/product/1491945281/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=1491945281&linkCode=as2&tag=teambotsorg&linkId=4PRNWOH623EPCBUP]
 
* For Mini-course 2: What Hedge Funds Really Do by Romero and Balch [http://www.amazon.com/gp/product/1631570897/ref=as_li_tlie=UTF8&camp=1789&creative=9325&creativeASIN=1631570897&linkCode=as2&tag=teambotsorg&linkId=UATR6R7M373DT3A7]
 
* For Mini-course 2: What Hedge Funds Really Do by Romero and Balch [http://www.amazon.com/gp/product/1631570897/ref=as_li_tlie=UTF8&camp=1789&creative=9325&creativeASIN=1631570897&linkCode=as2&tag=teambotsorg&linkId=UATR6R7M373DT3A7]
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* For Mini-course 3: Machine Learning by Tom Mitchell [http://www.amazon.com/gp/product/0070428077/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=0070428077&linkCode=as2&tag=teambotsorg&linkId=TMHMI7I43WHC4O3X]*
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* For Mini-course 3: Machine Learning by Tom Mitchell [http://www.amazon.com/gp/product/0070428077/ref=as_li_tl?ie=UTF8&camp=1789&creative=9325&creativeASIN=0070428077&linkCode=as2&tag=teambotsorg&linkId=TMHMI7I43WHC4O3X] (see note)
  
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*Note that the Mitchell book is expensive, but it is also required for the OMS ML course.  Also, we're working with the publisher to offer a less expensive paperback version.
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Note: The Mitchell book is expensive (as of this writing, $212) but it is also required for the OMS ML course.  Also, we're working with the publisher to offer a less expensive paperback version.
  
 
==Prerequisites/Co-requisites==
 
==Prerequisites/Co-requisites==

Revision as of 10:56, 7 May 2015

General course information

This course is composed of three mini-courses:

Textbooks

We will use the following textbooks:

  • For Mini-course 1: Python for Finance by Yves Hilpisch [1]
  • For Mini-course 2: What Hedge Funds Really Do by Romero and Balch [2]
  • For Mini-course 3: Machine Learning by Tom Mitchell [3] (see note)

Note: The Mitchell book is expensive (as of this writing, $212) but it is also required for the OMS ML course. Also, we're working with the publisher to offer a less expensive paperback version.

Prerequisites/Co-requisites

Textbooks

Instructor information

The learning environment

Announcements

  • Piazzalink to piazza
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