Course Curriculum
Meet Your Instructor & Course Overview
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Why Backtesting Worths The Effort
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Downloads & Installations
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Pandas Refresher
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Backtrader Fundamentals
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- Backtrader Basics (2:25)
- Using the Platform (3:21)
- Add Data Feeds (4:19)
- Create Simple Strategy (10:21)
- Add Log Function (4:53)
- Add Notify Order Function (14:14)
- Add Notify Trade Function (4:20)
- Order Type & Size (11:07)
- Exit Conditions (8:28)
- Take Profit & Stop Loss (6:08)
- Set Commission & Add Analyzers (4:38)
Strategy Ideas & Development
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Data Extraction & Features Preparation
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- Information On What We Are Going To Do (3:20)
- Weekly Regime Feature Modeling - Part 1 (9:47)
- Weekly Regime Feature Modeling - Part 2 (6:58)
- Weekly Regime Feature Modeling - Part 3 (5:26)
- Weekly Regime Feature Modeling - Part 4 (4:47)
- Daily Options Feature Modeling - Part 1 (2:49)
- Daily Options Feature Modeling - Part 2 (2:38)
- Daily Options Feature Modeling - Part 3 (4:01)
- Final DataFrame - Part 1 (2:19)
- Final DataFrame - Part 2 (3:43)
- Final DataFrame - Part 3 (4:19)
- Final DataFrame - Part 4 (4:23)
- Calculate All Technical Indicators (5:07)
Backtesting The Strategy
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Strategy Optimization
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- Intro On Optimization (2:26)
- Dynamic Stop Loss (7:50)
- Optimization - Part 1 (6:33)
- Optimization - Part 2 (7:28)
- Optimization - Part 3 (19:01)
- First Intraday Price Action Pattern (7:24)
- Second Intraday Price Action Pattern - Part 1 (6:10)
- Second Intraday Price Action Pattern - Part 2 (6:11)
- Third Intraday Price Action Pattern - Part 1 (3:19)
- Third Intraday Price Action Pattern - Part 2 (3:15)
- Choosing Final Strategy And Parameters (7:48)
Out Of Sample Testing
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