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AI Trading Strategies 

  • Offered byUDACITY

AI Trading Strategies
 at 
UDACITY 
Overview

The goal of the AI Trading Strategies Nanodegree program is to provide learners with the knowledge to build an AI based trading model

Duration

4 months

Total fee

78,131

Mode of learning

Online

Difficulty level

Advanced

Official Website

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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
Read more
Details Icon

AI Trading Strategies
 at 
UDACITY 
Course details

What are the course deliverables?

Automated plan optimization

Backtesting

Feature engineering

Financial analysis with AI

Quant workflow

Unsupervised machine learning

Model drift

Hyperparameter tuning

Data pre-processing

More about this course

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

 

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AI Trading Strategies
 at 
UDACITY 

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