The first financial management course for programmers Python quantitative trading system combat

Chapter 2 Obtaining stock data
2-1 Guide learning 【 courseware 】
2-2 What is a stock?
2-3 Three ways to get stock data
2-4 Use JQData to query market data
2-5 Use resample function to transform time series
2-6 Application of resample Function
2-7 Querying financial indicators using JQData
2-8 Use JQData to query valuation indicators
Using Financial Data to Calculate Valuation Indicators – Short Answer
2-10 Update stock data in real time
2-11 real Estate: Create your stock database
2-12 Review and summary

Chapter 3 calculation of trading indicators
Chapter 3-1 Learning Guide [Courseware]
3-2 Quick start on stock trading
3-3 Use the Shift function to calculate the rise and fall
3-4 Simulated stock trading: buy and sell signals
3-5 Simulated stock trading: calculate the return on holding position
3-6 Debug: Clears CopyWarning
3-7 Simulating Stock Trading: Calculating cumulative Return rate
3-8 [Assignment] : Compare the cumulative returns of three stocks and visualize them
3-9 Calculated risk indicator: maximum retracement
3-10 Calculate the risk-return indicator: Sharpe ratio
3-11 [extra meals] : Use maximum retracement and Sharpe screening funds
【 actual combat 】 : Compare the Sharp index of three stocks
3-13 Summary of this chapter and review of key knowledge
Chapter 4 designing trading strategy: timing strategy
4-1 Guide & Study Plan for this chapter
4-2 Data preparation: Localize stock data
4-3 Data Preparation: Reads data from the local PC
4-4 What is the moving Average strategy
4-5 Double moving average strategy: generate trading signals
4-6 Double moving average strategy: calculate signal rate of return
4-7 [Assignment] : Calculate and compare all strategic returns of A shares
4-8 What is hypothesis testing
4-9 Double moving average strategy: Use P-value to test reliability
4-10 [Assignment] Double moving average strategy: Search for optimal parameters
4-11 Double moving Average strategy: Search for optimal parameters
4-12 [Actual combat Assignment] : Try to create a timing strategy based on Bolindau
4-13 Review and summary
4-14 assignments section