量化交易EPAT全套培训课程（视频+课件+练习）

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收藏 2019-12-19

EPAT全套视频教程，国内首发
课程目录：

CURRICULUM

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https://bbs.pinggu.org/thread-7576994-1-1.html
https://bbs.pinggu.org/thread-7576994-1-1.html

1EPAT Primer

Basics of Algorithmic Trading: Know and understand the terminology
Excel: Basics of MS Excel, available functions and many examples to give you a good introduction to the basics
Basics of Python: Installation, basic functions, interactive exercises, and Python Notebook
Options: Terminology, options pricing basic, Greeks and simple option trading strategies
Basic Statistics including Probability Distributions
MATLAB: Tutorial to get an hands-on on MATLAB
Introduction to Machine Learning: Basics of Machine Learning for trading and implement different machine learning algorithms to trade in financial markets

2Statistics for Financial Markets

3Python: Basics & Its Quant Ecosystem

4Market Microstructure for Trading

5Equity, FX, & Futures Strategies

6Data Analysis & Modeling in Python

7Machine Learning for Trading

8Trading Tech, Infra & Operations

9Advanced Statistics for Quant Strategies

10Trading & Back-testing Platforms

11Portfolio Optimization & Risk Management

12Options Trading & Strategies

13Hands-on Project

14EPAT Exam

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