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Course Overview

This course focus on strategic planning, back testing, and optimization techniques in Indian and Crypto Market.
Duration: 6 weeks, 6-8 hours per week.

Fee: ₹40,000

[Get Both Vol.1 and Vol.2 at ₹80,000 ₹60,000]

Who can Enroll: Anyone who completed Vol.1

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
  • Indices
  • Commodities
  • 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

  • Analyse the result using AI
  • Selection based on Win Ratio, Buffer Money, other parameters

Develop Back testing Tools (UI)

  • Very Important as record maintain and planning become easy using UI
  • Learn Basics of Flask, HTML, CSS, Java Script
  • Design Architecture and Flowchart
  • Page Level Design
  • Develop Forms using Jinja Templates
  • Develop Report tool for Analysis
  • Basics of Light weight Chart
  • Plot Back test data in candle form
  • Plot Graphs/Charts (Bar Chart/Line Chart)
  • Draw Analysis Tables for planning