01. Introduction to Momentum Trading

PRDTM2-787 AI Trading C4 L1 Vid1 Introduction To Momentum-Based Trading

Introduction to Momentum-Based Trading with AI

Explore momentum-based trading, a strategy that focuses on buying assets when prices trend upwards and selling when prices trend downwards. This video highlights:

  • Introduction to Momentum-Based Trading:
    • Focuses on identifying upward or downward trends in asset prices.
    • Emphasizes quantitative modeling of market momentum
  • Role of AI in Trading:
    • AI is used to analyze large datasets, identify trends, and make informed decisions.
    • Automates tasks and discovers hidden opportunities in the market.
  • Challenges in Trading:
    • Prices have both deterministic and stochastic components
    • Asset prices fluctuate due to different goals, strategies, and inputs from diverse traders.
    • Random fluctuations can mislead and result in poor decisions.
  • Course Goals:
    • Learn techniques widely used in the financial industry to manage these challenges.
    • Master skills in AI-driven strategy application and decision-making.

This course is designed to enhance understanding and productivity in momentum-based trading by leveraging advanced technology and methodologies. Engage with interactive demos in Python to gain hands-on experience.

"The price of a stock went up yesterday, so it must have an upward momentum." - Is this statement correct?

SOLUTION: Not necessarily