MACD + AI Trading: Full Testing Breakdown

QuantProgram · Beginner ·⚡ Algorithms & Data Structures ·1y ago

About this lesson

Today we will discuss about improving the MACD Trading strategy by combining it with Decision Tree ML or AI Model. We will discuss throughly the difference. between Rolling window/ Sliding window training, testing approach with that of Fixed training and testing set.. The codes can be found under strategies section for our members in Machine Learning and AI course. Chapters 00:00 What You'll Learn 00:50 Decision Tree Resources 01:33 Fixed Window Training 04:15 Siding or Rolling Window Training 06:35 Comparison between both Fixed vs Sliding 09:35 Combing AI with Sliding window - Alpha Decay 13:34 Code discussion 18:00 Results Our Course's https://www.quantprogram.com/store Algorithmic Trading Python for Beginners - FULL TUTORIAL: https://youtu.be/GDMkkmkJigw Jim Simons Trading Secrets 1.1 MARKOV Process: https://youtu.be/gA0egjZcRB0 QuantConnect Full Tutorial 2024 - Worlds Best AlgoTrading Engine: https://youtu.be/Ets0xGCjQ14 Full Beginner Tutorial for Tradingview Pinecript: https://youtu.be/G4ErIBbUZOc RSI Strategy Backtested Pinescript: https://youtu.be/w1ETamJ8DcE Backtesting Pullback Strategy Pinecript: https://youtu.be/F_yGjiB0bro Stan Weinstein Strategy Pinecript code: https://youtu.be/Wodr4rCWzPw Create Stop Loss Take Profit Code: https://youtu.be/yP7qWD0JElo Creating Trailing stop Loss in Tradingview Pinescript: https://youtu.be/ZWyVF0fmGMs RSI divergence V4 Pinescript code: https://youtu.be/zCfMv_FxvME Donchian Breakout Pinescript Code: https://youtu.be/7fBlpT0YHpc Inside day Strategy Pinescript Code: https://youtu.be/_-QIv0KYnSM Bullish Engulfing Strategy Pinescript Code: https://youtu.be/JMEI9zbacbA

Original Description

Today we will discuss about improving the MACD Trading strategy by combining it with Decision Tree ML or AI Model. We will discuss throughly the difference. between Rolling window/ Sliding window training, testing approach with that of Fixed training and testing set.. The codes can be found under strategies section for our members in Machine Learning and AI course. Chapters 00:00 What You'll Learn 00:50 Decision Tree Resources 01:33 Fixed Window Training 04:15 Siding or Rolling Window Training 06:35 Comparison between both Fixed vs Sliding 09:35 Combing AI with Sliding window - Alpha Decay 13:34 Code discussion 18:00 Results Our Course's https://www.quantprogram.com/store Algorithmic Trading Python for Beginners - FULL TUTORIAL: https://youtu.be/GDMkkmkJigw Jim Simons Trading Secrets 1.1 MARKOV Process: https://youtu.be/gA0egjZcRB0 QuantConnect Full Tutorial 2024 - Worlds Best AlgoTrading Engine: https://youtu.be/Ets0xGCjQ14 Full Beginner Tutorial for Tradingview Pinecript: https://youtu.be/G4ErIBbUZOc RSI Strategy Backtested Pinescript: https://youtu.be/w1ETamJ8DcE Backtesting Pullback Strategy Pinecript: https://youtu.be/F_yGjiB0bro Stan Weinstein Strategy Pinecript code: https://youtu.be/Wodr4rCWzPw Create Stop Loss Take Profit Code: https://youtu.be/yP7qWD0JElo Creating Trailing stop Loss in Tradingview Pinescript: https://youtu.be/ZWyVF0fmGMs RSI divergence V4 Pinescript code: https://youtu.be/zCfMv_FxvME Donchian Breakout Pinescript Code: https://youtu.be/7fBlpT0YHpc Inside day Strategy Pinescript Code: https://youtu.be/_-QIv0KYnSM Bullish Engulfing Strategy Pinescript Code: https://youtu.be/JMEI9zbacbA
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Chapters (8)

What You'll Learn
0:50 Decision Tree Resources
1:33 Fixed Window Training
4:15 Siding or Rolling Window Training
6:35 Comparison between both Fixed vs Sliding
9:35 Combing AI with Sliding window - Alpha Decay
13:34 Code discussion
18:00 Results
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