Courses 課程總覽

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 從零開始學習Python，涵蓋基礎語法、函數和模組的使用，還會教你如何操作文件。這門課程是進入程式設計世界的完美起點！

《Python Basics and Applications》

Start learning Python from scratch, covering basic syntax, functions, and modules. You’ll also learn file operations. This course is the perfect gateway into the world of programming! 

掌握Pandas進行數據分析，並使用Matplotlib和Seaborn創建各種漂亮的可視化圖表。無論是折線圖、柱狀圖還是熱圖，都能讓你的數據講故事！

《Data Analysis and Visualization》

Master data analysis with Pandas and create beautiful visualizations using Matplotlib and Seaborn. Whether it’s line plots, bar charts, or heatmaps, your data will tell a story!

 介紹機器學習的基本概念，包括監督學習和非監督學習，並使用scikit-learn進行模型訓練和評估。學會這些，你就能開發自己的AI應用！

《Machine Learning Basics》

Introduction to basic machine learning concepts, including supervised and unsupervised learning, and using scikit-learn for model training and evaluation. With these skills, you can develop your own AI applications!

 探索常見的AI模型，如線性回歸、決策樹和神經網絡，並使用TensorFlow建立和訓練神經網絡。這門課程將帶你進入AI的核心技術世界。

《AI Models and TensorFlow Applications》

Explore common AI models like linear regression, decision trees, and neural networks, and use TensorFlow to build and train neural networks. This course will take you into the core technologies of AI.

 了解如何與各大券商API進行整合，實現資料獲取與交易執行。實戰項目讓你在實際操作中掌握API技術。

《Broker API Integration》

Learn how to integrate with Taiwanese and overseas broker APIs for data acquisition and trade execution. Practical projects will help you master API technologies through hands-on experience.

 學習如何將Python與各大交易平台如TradingView、MT4/MT5和MultiCharts進行整合，實現自動交易。這門課程將讓你成為交易自動化的高手！

《Python Integration with Trading Platforms》

Learn how to integrate Python with major trading platforms like TradingView, MT4/MT5, and MultiCharts for automated trading. This course will make you an expert in trading automation!

 使用Flask建立Web介面，實時監控交易數據和設置警報。讓你的交易系統更加直觀和高效，隨時隨地掌握交易動態。

《Creating Web Interface for Trade Monitoring with Python》

Use Flask to build web interfaces for real-time trade monitoring and alerts. Make your trading system more intuitive and efficient, keeping track of trading dynamics anytime, anywhere.

 通過實戰項目，學習如何開發交易機器人和AI模型，進行策略設計、測試與優化。這門課程讓你把所學知識應用到真實世界中，提升實戰能力！

《Practical Projects》

Learn how to develop trading bots and AI models through practical projects, focusing on strategy design, testing, and optimization. This course will help you apply your knowledge to real-world scenarios and enhance your practical skills!