AI Trading Strategies
- Offered byUDACITY
AI Trading Strategies at UDACITY Overview
Duration | 4 months |
Total fee | ₹78,131 |
Mode of learning | Online |
Difficulty level | Advanced |
Official Website | Go to Website |
Credential | Certificate |
AI Trading Strategies at UDACITY Highlights
- Earn a certificate from Udacity
- Fee can be paid in installments
- Real-world projects
- Personalized project reviews
AI Trading Strategies at UDACITY Course details
Automated plan optimization
Backtesting
Feature engineering
Financial analysis with AI
Quant workflow
Unsupervised machine learning
Model drift
Hyperparameter tuning
Data pre-processing
This course will advance learners' abilities to construct and backtest strategies
The curriculum emphasizes a deep understanding of key performance metrics—such as annualized returns, volatility, and various risk-adjusted ratios—to critically evaluate the effectiveness of trading strategies
Additionally, learners will enhance their skills in visualizing strategy performance through advanced graphical representations
By mastering the implementation and rigorous evaluation of trading models, students will be well-equipped to optimize strategies and ensure robust performance in the world of capital markets
AI Trading Strategies at UDACITY Curriculum
Welcome to the Nanodegree Program!
Welcome
Getting Help
Building a Workflow for AI
Introduction to AI Workflows in Trading
Unsupervised Learning
Preparing for Data Analysis
An Overview of Machine Learning Pipelines
Data Acquisition and Preprocessing
Evaluating Returns and Backtesting
Measuring Returns
Measuring Risks