Course Overview
This course focus on strategic planning, back testing, and optimization techniques in Indian and Crypto Market.
Duration: 8 weeks, 6-8 hours per week.
Who can Enroll: Course 2 – Master in Live Trading should be completed.
Learning Outcome: Strategically Plan and Optimize your strategies to Achieve High Returns with Low Risk
Curriculum
Introduction to Robo Trading
- What is Robo Trading?
- Why it is important before starting Algo Trading
- Steps of Robo Trading
Get Back test Data
- Download data from Zerodha for Stocks and Indices
- Download data from Trading View for Future
- Download Crypto Currency Data from Delta Exchange
Develop Screeners
- Stocks
- Commodities
- Indices
- Crypto
Recognize Chart Patterns using ML (Machine Learning)
- Elliott Waves
- Machine Learning to Find patterns in charts
Develop Back Testing Code for Strategy
- Building back testing framework
- Learn Adding indicators to Back test Data
- Shifting of data according to logic (IMP)
- Performance metrics (Sharpe ratio, drawdown)
- Historical data analysis
Parameter Optimization
- Find Best Entry, SL, Target options and SL Trail Methods
- Grid search for parameter tuning
- Avoiding over fitting
- Use Brute forcing method for Parameter Optimization
Analyse the Result using AI
- Analysis of results using Artificial Intelligence.
- Selection based on Win Ratio, Buffer Money, other parameters