Скачать с ютуб Automated Price Break Out Detection: Algorithmic Trading In Python в хорошем качестве

Automated Price Break Out Detection: Algorithmic Trading In Python

Unlock the power of automated price breakout detection with our Python coding tutorial! In this video, we delve into creating a breakout indicator that can identify key levels based on multiple bounces in a trading asset's price. The script covers the coding process step by step, and you can find the downloadable source code in the description below. 📈 Pattern Detection and Key Zones: Learn how to recognize patterns where an asset bounces multiple times around an average key level. We define key zones rather than exact levels, allowing for flexibility in tuning. The algorithm observes price movements, generating breakout signals when a candle closes above the upper zone edge for a bullish breakout or below the lower zone edge for a bearish setup. ⚙️ Customization and Combination: Discover the versatility of this breakout strategy by combining it with other indicators like the moving average. We explore how to use the breakout pattern in conjunction with the MA curve to identify potential uptrends or downtrends, providing valuable insights into market momentum. 🧠 Algorithm Parameters and Avoiding Bias: As we dive into coding, we consider essential parameters like the gap window and backcandles window to prevent lookahead bias. The gap window ensures accurate signal detection, while the backcandles window defines the range for identifying pivot points and support/resistance levels. 🔧 Code Along - Python Automation: Follow along as we code the entire process in Python, automating the detection and signaling for breakout patterns. Our approach ensures practicality and adaptability, allowing you to explore different scenarios by adjusting the width of the key zone. 📊 Enhance Your Trading Strategy: Whether you're a beginner or an experienced trader, incorporating automated breakout detection can significantly enhance your trading strategy. Stay ahead of market trends and capitalize on potential opportunities with this comprehensive Python tutorial. 💲 Discount Coupon for My Udemy course on Algorithmic Trading: https://bit.ly/CouponAlgorithmicTrading Download the Source Code: https://drive.google.com/file/d/1V9eJ... And the Data file: https://drive.google.com/file/d/1qIki... 👍 Like, Subscribe, and Share for More Insights: If you find value in this tutorial, don't forget to like, subscribe, and share with fellow traders and coding enthusiasts. Stay tuned for more coding experiments, algorithmic trading insights, and practical tutorials to elevate your financial journey. Happy coding! 🖥️📈 #tradingalgorithms #pythoncoding #breakouttrading