├── 01_Stock_Investment ├── ch01_01_SamsungElectronics.py └── imgs │ ├── BerkshireHathaway.png │ ├── Figure_1.png │ ├── Kyungsung_exchange.jpg │ ├── SamsungElectronics.jpg │ ├── Screenshot20171121.png │ ├── TheIntelligentInvestor.jpg │ ├── VOC.PNG │ └── ecos_kospi.png ├── 02_Python_Programming ├── ch02_01_ImageProcessing.py ├── imgs │ ├── ImageProcessing.jpg │ ├── PillowShow.jpg │ ├── ch02_Anaconda.jpg │ ├── ch02_HelloWorld.jpg │ ├── ch02_IDLE.jpg │ ├── ch02_PyPI.jpg │ ├── ch02_PythonInstallation1.jpg │ ├── ch02_PythonInstallation2.jpg │ ├── ch02_PythonInstallation3.jpg │ ├── ch02_PythonInstallation4.jpg │ ├── ch02_PythonPath1.jpg │ ├── ch02_PythonPath2.jpg │ ├── ch02_PythonPath3.jpg │ ├── ch02_PythonPath4.jpg │ ├── ch02_PythonPath5.jpg │ ├── ch02_PythonPath6.jpg │ ├── ch02_Requests.jpg │ ├── ch02_VEnv1.jpg │ ├── ch02_VEnv2.jpg │ ├── ch02_VEnv3.jpg │ ├── ch02_VEnv4.jpg │ ├── ch02_VEnv5.jpg │ ├── ch02_VEnv6.jpg │ ├── ch02_VEnv7.jpg │ ├── ch02_pycache.jpg │ ├── dst.png │ ├── pycache.png │ └── src.png └── requirements.txt ├── 03_NumPy_and_Pandas ├── ch03_00_CumulativeProduct.py ├── ch03_01_KOSPI_MDD.py ├── ch03_02_DowKospi_Scatter.py ├── ch03_03_DowKospi_Regression.py └── imgs │ ├── ElliottWave.jpg │ ├── InnerProduct.jpg │ ├── SecHist.jpg │ ├── kospi_dow.jpg │ ├── kospi_dow_indexation.jpg │ ├── kospi_dow_regr.jpg │ ├── kospi_dow_scatter.jpg │ ├── kospi_tlt_regr.jpg │ ├── max_dd.jpg │ └── pandas.png ├── 04_Web_Scraping ├── HtmlSample.htm ├── ch04_01_Celltrion_PlotChart.py ├── ch04_02_Celltrion_CandleChart_OldSchool.py ├── ch04_03_Celltrion_CandleChart_NewSchool.py └── imgs │ ├── CandleChart.jpg │ ├── CelltrionURL.jpg │ ├── Celltrion_CandleChart_NewSchool.jpg │ ├── Celltrion_CandleStickChart_OldSchool.jpg │ ├── Celltrion_CustomizedCandleChart_NewSchool.jpg │ ├── Celltrion_OhlcChart_NewSchool.jpg │ ├── Celltrion_close.jpg │ ├── HtmlSample.jpg │ ├── OhlcCandleChart.jpg │ ├── bs4.jpg │ ├── kind.jpg │ ├── kind_excel.jpg │ ├── kind_notepad.jpg │ ├── sise1.jpg │ └── sise2.jpg ├── 05_Stock_Price_API ├── Investar │ ├── Analyzer.py │ ├── DBUpdater.py │ ├── DBUpdaterEx.py │ └── MarketDB.py ├── ch05_01_YahooFinance_SEC.py ├── ch05_02_NaverDatabase_SEC.py ├── ch05_03_SelectVersion.py ├── ch05_04_CreateTable.sql └── imgs │ ├── API_Client1.jpg │ ├── API_Client2.jpg │ ├── API_ConfigJson.jpg │ ├── API_ConfigMy.jpg │ ├── API_DBUpdater.jpg │ ├── API_DBUpdater1.jpg │ ├── API_DBUpdater2.jpg │ ├── API_Download2.jpg │ ├── API_GetDailyPrice.jpg │ ├── API_HeidiSQL1.jpg │ ├── API_HeidiSQL2.jpg │ ├── API_HeidiSQL3.jpg │ ├── API_HeidiSQL4.jpg │ ├── API_HeidiSQL5.jpg │ ├── API_Installer.jpg │ ├── API_Installer2.jpg │ ├── API_Installer3.jpg │ ├── API_RunRegistry.jpg │ ├── DBUpdaterEx.jpg │ ├── DBUpdaterEx2024-03-03.png │ ├── DBUpdaterEx_2024-06-30.jpg │ ├── ExceptionOccured_2024-06-30.jpg │ ├── GetDailyPrice.png │ ├── HeidiSQL.png │ ├── MTV2.png │ ├── MariaDB_Download.jpg │ ├── MariaDB_DownloadPage.jpg │ └── MariaDB_IndexPage.jpg ├── 06_Trading_Strategy ├── ch06_01_EfficientFrontier.py ├── ch06_02_PortfolioOptimization.py ├── ch06_03_BollingerBand.py ├── ch06_04_BollingerBand_PercentB.py ├── ch06_05_BollingerBand_BandWidth.py ├── ch06_06_BollingerBand_TrendFollowing.py ├── ch06_07_BollingerBand_IIP21.py ├── ch06_08_BollingerBand_Reversals.py ├── ch06_09_FirstScreen.py ├── ch06_09_FirstScreenEx.py ├── ch06_10_SecondScreen.py ├── ch06_11_TripleScreen.py ├── ch06_12_DualMomentum.py └── imgs │ ├── AbsoluteMomentum.jpg │ ├── BollingerBand.jpg │ ├── BollingerBand_BandWidth.jpg │ ├── BollingerBand_IIP21.jpg │ ├── BollingerBand_MFI.jpg │ ├── BollingerBand_PercentB.jpg │ ├── BollingerBand_Reversals.jpg │ ├── BollingerBand_TrendFollowing.jpg │ ├── BollingerBand_TrendFollowing_Naver.jpg │ ├── BollingerOnBollingerBands.jpg │ ├── DualMomentum.jpg │ ├── DualMomentumInvesting.jpg │ ├── FirstScreen.jpg │ ├── Long-TermSecretsToShort-TermTrading.jpg │ ├── Portpolio_optimization.jpg │ ├── RelativeMomentum.jpg │ ├── SecondScreen.jpg │ ├── TheNewTradingForALiving.jpg │ ├── TripleScreen.jpg │ ├── ch06_EfficientFrontierLine.jpg │ └── efficient_frontier.jpg ├── 07_Django_and_Automation ├── ch07_01_index.html ├── ch07_02_index.html ├── ch07_03_style.css ├── ch07_04_balance_views.py ├── ch07_05_balance.html ├── ch07_06_b_style.css ├── ch07_07_Slack_SendMessage.py ├── ch07_08_Backtrader_RSI.py ├── ch07_09_Backtrader_RSI_SMA.py └── imgs │ ├── BackTrader_PlotRSISMA.jpg │ ├── Backtrader_Homepage.jpg │ ├── Backtrader_PlotRSI.jpg │ ├── Balance_Naver.jpg │ ├── Balance_Sample2.jpg │ ├── Django_AdminLogin.jpg │ ├── Django_AdminPage.jpg │ ├── Django_Hello.jpg │ ├── Django_Homepage.jpg │ ├── Django_IndexPage.jpg │ ├── Django_IndexTree.jpg │ ├── Django_Logo.jpg │ ├── Django_PIP.jpg │ ├── Django_Python.jpg │ ├── Django_Rocket.jpg │ ├── Django_StaticImage.jpg │ ├── Django_Superuser.jpg │ ├── Django_Tree.jpg │ ├── Slack_Bots.jpg │ ├── Slack_CreateApp.jpg │ ├── Slack_Scopes.jpg │ ├── Slack_SmartPhone.png │ └── Slack_mySlackBot.jpg ├── 08_Volatility_Breakout ├── ch08_01_AutoConnect.py ├── ch08_02_DynamicPageScraping_NaverETF.py ├── ch08_03_EtfAlgoTrader.py └── imgs │ ├── NaverFinance_Naver.jpg │ ├── VB_ConfirmOrder.jpg │ ├── VB_CreonBalance.jpg │ ├── VB_CreonDownload.jpg │ ├── VB_CreonPlusTray.jpg │ ├── VB_CreonPlustLogin.jpg │ ├── VB_CurrentPrice.jpg │ ├── VB_EtfAlogTraderLog.jpg │ ├── VB_EtfSise.jpg │ ├── VB_HeadlessChrome.jpg │ ├── VB_IdleAdmin.jpg │ ├── VB_JobExecute.jpg │ ├── VB_JobName.jpg │ ├── VB_JobOperation.jpg │ ├── VB_JobScheduler.jpg │ ├── VB_JobTrigger.jpg │ ├── VB_OHLC.jpg │ ├── VB_PythonAdmin.jpg │ ├── VB_PythonwAdmin.jpg │ ├── VB_SlackMessage.jpg │ ├── VB_TigerHoga.jpg │ ├── VB_TigerSise.jpg │ ├── VB_Trigger.jpg │ ├── VB_VolatilityBreakout.jpg │ ├── VB_WinSearch.jpg │ ├── VolatilityBreakout.jpg │ └── yahoo_finance.jpg ├── 09_Deep_Learning_Prediction ├── ch09_01_StepFunction.py ├── ch09_02_SigmoidFunction.py ├── ch09_03_TanhFunction.py ├── ch09_04_ReLUFunction.py ├── ch09_05_SoftmaxFunction.py ├── 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