Quantitative Trading Course

سرفصل های دوره

Create, Test, and Automate Algorithmic Trading Strategies Without Writing a Single Line of Code

1 - Introduction Quantitative Trading

1 -Introduction Quantitative Trading

2 -5 Pillars Algorithmic Trading is based on

3 -Why use system generation platforms

2 - Fundamentals of Algorithmic Trading

1 -Comparison with Traditional Trading Part 1

2 -Comparison with Traditional Trading Part 2

3 -Comparison with Traditional Trading Part 3

4 -Market Risks

5 -Types of Strategies Part 1

6 -Types of Strategies Part 2

7 -Components of a Trading Strategy Part 1

8 -Components of a Trading Strategy Part 2

9 -The Role of Backtesting Part 1

10 -The Role of Backtesting Part 2

11 -The Role of Backtesting Part 3

12 -The Role of Backtesting Part 4

13 -The Role of Backtesting Part 5

3 - Real-World Case Studies

1 -Renaissance Technologies and the Medallion Fund

2 -Virtu Financial

3 -Citadel

4 - Generation of Trading Systems

1 -Introduction to StrategyQuant X (SQX)

2 -How to buy SQX and why you should buy it

3 -How to build a perfect portfolio Part 1

4 -How to build a perfect portfolio Part 2

5 -Genetic options Window

6 -Creation of our first strategy Part 1

7 -Creation of our first strategy Part 2

8 -Creation of our second strategy

9 -Important metrics

10 -How to analyze our strategies

5 - System Robustness Tests

1 -System Robustness Tests introduction

2 -The Montecarlo Test

3 -Retest on different markets

4 -What if simulations

5 -The Montecarlo retest Method

6 - System Optimizations

1 -System optimizations process introduction

2 -Sequential Optimization

3 -Cross check sequential optimization

4 -Walk-Forward Optimization

5 -Walk-Forward Matrix

6 -System parameter permutation

7 - Risk and Portfolio Management

1 -What is a portfolio

2 -Creation of our first portfolio

3 -Portfolio correlation

4 -Creation of our second portfolio

5 -Creation of our third portfolio

8 - Startup

1 -Export Strategies from SQX to Metatrader

2 -Metatrader 5 Tutorial

3 -Our first backtest

4 -Backtesting the portfolio

5 -Hiring a VPS

6 -Activation of a trading strategy on a real account on a VPS

7 -How to activate a portfolio in a trading account

8 -Maintenance of trading systems

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تولید کننده: Udemy