Algo-Trading-Quantitative-Analysis-using-python-Skillshare

Build a fully automated trading bot on a shoestring budget. Learn quantitative analysis of financial data using python. Automate steps like extracting data, performing technical and fundamental analysis, generating signals, backtesting, API integration etc. You will learn how to code and back test trading strategies using python. The course will also give an introduction to relevant python libraries required to perform quantitative analysis. The USP of this course is delving into API trading and familiarizing students with how to fully automate their trading strategies. You can expect to gain the following skills from this course Extracting daily and intraday data for free using APIs and web-scraping Working with JSON data Incorporating technical indicators using python Performing thorough quantitative analysis of fundamental data Value investing using quantitative methods Visualization of time series data Measuring the performance of your trading strategies Incorporating and backtesting your strategies using python API integration of your trading script FXCM and OANDA API Sentiment Analysis

Trình độ kỹ năng:Beginner
Học viên:1
Ngôn ngữ:En/Vi

Bài giảng:2
Thời lượng video: 06:00:00

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Mô tả

Nội dung khóa học

Chương 1: Algo-Trading-Quantitative-Analysis-using-python-Skillshare 06:00:00

01 - course-introduction.mp4

02 - what-is-covered-in-this-course.mp4

03 - course-prerequisites.mp4

04 - is-it-for-me.mp4

05 - how-to-get-help.mp4

06 - pandas-datareader-introduction.mp4

07 - pandas-datareader-deep-dive.mp4

08 - yahoofinancials-python-module-intro.mp4

09 - yahoofinancials-python-module-deep-dive.mp4

10 - intraday-data-alphavantage-python-wrapper.mp4

11 - web-scraping-intro.mp4

12 - using-web-scraping-to-extract-fundamental-data-i.mp4

13 - using-web-scraping-to-extract-stock-fundamental-data-ii.mp4

14 - updated-web-scraping-code-yahoo-finance-webpage-changes.mp4

15 - data-handling.mp4

16 - basic-statistics-familiarize-yourself-with-your-data.mp4

17 - rolling-operations-data-in-motion.mp4

18 - visualization-basics-i.mp4

19 - visualization-basics-ii.mp4

20 - technical-indicators-intro.mp4

21 - macd-overview.mp4

22 - macd-implementation-in-python.mp4

23 - atr-and-bollinger-bands-overview.mp4

24 - atr-and-bollinger-bands-implementation-in-python.mp4

25 - rsi-overview-and-excel-implementation.mp4

26 - rsi-implementation-in-python.mp4

27 - adx-overview.mp4

28 - adx-implementation-in-excel.mp4

29 - adx-implementation-in-python.mp4

30 - obv-overview-and-excel-implementation.mp4

31 - obv-implementation-in-python.mp4

32 - slope-in-a-chart.mp4

33 - slope-implementation-in-python.mp4

34 - renko-overview.mp4

35 - renko-implementation-in-python.mp4

36 - ta-lib-introduction.mp4

37 - ta-lib-installation-application.mp4

38 - introduction-to-performance-measurement.mp4

39 - cagr-overview.mp4

40 - cagr-implementation-in-python.mp4

41 - how-to-measure-volatility.mp4

42 - volatility-measures-python-implementation.mp4

43 - sharpe-ratio-and-sortino-ratio.mp4

44 - sharpe-and-sortino-in-python.mp4

45 - maximum-drawdown-and-calmar-ratio.mp4

46 - maximum-drawdown-and-calmar-ratio-in-python.mp4

47 - why-should-i-backtest-my-strategies.mp4

48 - strategy-i-portfolio-rebalancing.mp4

49 - strategy-i-in-python.mp4

50 - strategy-ii-resistance-breakout.mp4

51 - strategy-ii-in-python.mp4

52 - strategy-iii-renko-and-obv.mp4

53 - strategy-iii-renko-and-obv.mp4

54 - strategy-iv-renko-and-macd.mp4

55 - strategy-iv-in-python.mp4

56 - value-investing-overview.mp4

57 - introduction-to-magic-formula.mp4

58 - magic-formula-implementation-in-python.mp4

59 - introduction-to-piotroski-f-score.mp4

60 - piotroski-f-score-implementation-in-python.mp4

61 - automated-algorithmic-trading-overview.mp4

62 - using-time-module-in-python.mp4

63 - fxcm-overview.mp4

64 - introduction-to-fxcm-terminal.mp4

65 - fxcm-api.mp4

66 - building-an-automated-trading-system-part-i.mp4

67 - building-an-automated-trading-system-part-ii.mp4

68 - building-an-automated-trading-system-part-iii.mp4

69 - 7-9-automated-trading-script-4.mp4

Chương 2: Tài liệu 06:00:00