YoVDO

AI for Trading

Offered By: WorldQuant via Udacity

Tags

Artificial Intelligence Courses Machine Learning Courses Deep Learning Courses Python Courses Computer Vision Courses Trading Courses Quantitative Analysis Courses Portfolio Management Courses Data Processing Courses

Course Description

Overview

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.

Syllabus

  • 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.
  • 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.
  • Python Refresher
  • Linear Algebra
  • Jupyter Notebook, Numpy, and Pandas
  • Statistics
  • Machine Learning
  • Deep Learning
  • Computer Vision
  • Natural Language Processing
  • Career Services

Taught by

Cindy Lin, Arpan Chakraborty, Elizabeth Otto Hamel, Eddy Shyu, Brok Bucholtz, Parnian Barekatain, Juan Delgado, Luis Serrano, Cezanne Camacho, Mat Leonard, Eduardo P., Hsin-Wen C., Frank Salvador Y., Sridhar S., Jonnie W. and André V.

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