通過算法交易學習計算機和數據科學

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介紹:
我一直對電腦系統如何快速地進行計算著迷,自從我發現了演算法買賣之後,我立刻就喜歡上了它. 儘管如此,我還是完全迷失了這個主題的許多其他建議:
  1. 現金管理
  2. Making extra trades to be assured that system works
  3. 交易技巧
  4. Trading Journal
  5. Bear in mind about statistical efficiency of trades
  6. Market Kind
  7. Again-testing science
  8. Bear in mind about macroeconomic occasions
  9. Be social
  10. 等等 ...

Every thing have to be thought-about so it might change into complete burden for anybody trying to climb this rock! ... however I'm a lazy particular person to be constant in these particulars

在同一時間 [professionally] I've found the ability of R統計軟件程序. 所以我開始同時檢查每個問題! 我決定在算法買賣中採用我的方法! 我需要創建完全自動化的系統,該系統本身會考慮所有上述功能,從而允許經銷商輕鬆地監督和驗證進度. 我注意到R [還有Python] 只是幫助我實現我的概念的好工具. Lastly I've spend a couple of 12 months to progressively create few constructing blocks utilizing mixture of MT4 and R...
最後:
我發現了兩個問題:

  1. 我正在快速避免算法交易中指導操作的負擔
  2. 我正在創建出色的內容材料,幫助我學習和應用 R 技能,我後來有效地利用了這些技能來進行專業發展

最後:
我決定公開我的所有研究成果,以便每一個都可以繁殖!
現在:
I've printed a number of e-learning programs as a step by -step information to re-create my system and study pc and knowledge science:

  1. Arrange your Residence Trading Surroundings - Learn Computer and Data Science by Algorithmic Trading, 安排您的交易環境
  2. Arrange your Trading Technique Robotic - Learn how Trading Robotic Template is working and easy methods to modify it to work with Determination Assist System
  3. Arrange your automated Trading Journal - Construct your individual Interactive Trading Journal in R Shiny App
  4. Statistical Trading Evaluation and Management - Learn to arrange Automated Statistical Evaluation and Management of your Trading Techniques. Learn Reinforcement Studying!
  5. Foreign exchange Information and Sentiment Evaluation - Learn to cease your Algorithmic Trading System when particular Macroeconomic Occasions are anticipated
  6. Detect Market standing with AI - Learn to make use of Supervised Deep Studying modelling to detect patterns of Monetary Property
  7. Growing Self Studying Trading Robotic - Learn to assemble Good Studying Algorithms. Predict future value change primarily based on monetary knowledge patterns

Coloration Legend: Associated to Algorithmic Trading | Associated to Data and Computer Science

what's the message: I imagine that the core part of such complete system ought to be Determination Assist System. Expandable system composed of the constructing blocks.

I hope to debate these concepts right here and hopefully assist others to study pc and knowledge science to spice up your provider and have enjoyable [hopefully even have > Learn Computer and Data Science with Algorithmic Trading 1

] in buying and selling

意識到: Please use this thread to debate concepts of:

  1. studying pc and knowledge science with algo - 買賣;
  2. utilizing Determination Assist System in Algo-trading;
  3. comparable examples already constructed by others

Advice is to not go in deep dialogue for every particular person subject as to keep away from 'data overload. If not exist but, I'd slightly create a separate thread
Click to Enlarge

Name: screenshot.png
Size: 125 KB
警告: The strategies I'm sharing are fairly time consuming to breed. I've lately reproduced them on separate machine spending about 15 小時 [3 Windows 故障排除時間 10]

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作者: 外匯維基團隊
我們是一支經驗豐富的外匯交易員團隊 [2000-2023] 致力於以我們自己的方式生活的人. 我們的主要目標是實現財務獨立和自由, 我們追求自我教育並在外匯市場上獲得豐富的經驗,以此作為實現自我可持續生活方式的手段.