Deep Learning and Machine Learning for Stocks Masterclass

Deep Learning and Machine Learning for Stocks Masterclass

Artificial Intelligence Agents and Neural Networks for Trade

Regression

• often used to determine how many specific factors influence the price movement of an asset
• helps investment and financial managers value assets and understand the relationships between variables

Option pricing

• Decision tree often applied
• Assumes the value of the underlying asset will rise or fall based on calculated probabilities at maturity date of the European option

Real option analysis

• Valuing real options must be done with the use of decision trees

Corporate analysis

• Use different features like product quality, economy status, competitors status, and appeal to determine whether to launch a product

What you can do

• Maintain products
• Prevent fraud
• Trade
• Analyze news, social media and sentiment
• Recommend products

Neural networks

• next-generation tool
• great potential that can detect subtle non-linear interdependencies and patterns
  • other methods of technical analysis are unable to uncover