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

Alexandra Kropova is a software developer with extensive experience in full-stack web development, app development and game development. She has helped produce courses for Mammoth Interactive since 2016, including the Coding Interview series in Java, JavaScript, C++, C#, Python and Swift.

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