AI for Trading

AI for Trading


Nanodegree key: nd880 购买课程解锁完整版

Version: 5.0.0

Locale: en-us

Complete real-world projects designed by industry experts, covering topics from asset management to trading signal generation. Master AI algorithms for trading, and build your career-ready portfolio.


Part 01 : Quantitative Trading

Learn the basics of quantitative analysis, including data processing, trading signal generation, and portfolio management. Use Python to work with historical stock data, develop trading strategies, and construct a multi-factor model with optimization.

Part 02 : AI Algorithms in Trading

Learn how to analyze alternative data and use machine learning to generate trading signals. Run a backtest to evaluate and combine top performing signals.

Part 03 (Elective) : Python Refresher

Part 04 (Elective) : Linear Algebra

Part 05 (Elective) : Jupyter Notebook, Numpy, and Pandas

Part 06 (Elective) : Statistics

Part 07 (Elective) : Machine Learning

Part 08 (Elective) : Deep Learning