Algorithmic Trading using Interactive Brokers Python API 1080p WEB-DL AAC2 0 H264

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Algorithmic Trading using Interactive Broker's Python API

Implement algorithmic trading strategies on Interactive Broker's platform

Description

Design and deploy trading strategies on Interactive Broker's platform. Automate every step of your strategy including, extracting data (stock data and fundamental data), performing technical/fundamental analysis, generating signals, placing trades, risk management etc. Gain a thorough understanding of native interactive broker's API.

https://www.udemy.com/course/algorithmic-trading-using-interactive-brokers-python-api/learn/lecture/21940496

Algorithmic.Trading.using.Interactive.Brokers.Python.API.1080p.WEB-DL.AAC2.0.H264
Source: WEB-DL
Container: mp4
Video: 1080p H264
Audio: English AAC2.0
Subs: English [Auto] (as srt instead of vtt)

--Introduction to Interactive Brokers & its API
1. IBAPI Courses
2. IB TWS Introduction
3. IB API Architecture
4. Anaconda Distribution Intro
5. Creating Virtual Environment (Optional)
6. Installing IB Python Client
7. Installing IBAPI using PIP
8. API Configuration Settings
--Advanced Python Concepts
9. OOP Basics (Class - I)
10. OOP Basics (Class - II)
11. OOP Basics (Inheritance)
12. Threads in Python
13. Turning "e;Daemon"e; Threads into Your Angel
14. Multi threading using Event object
15. Websocket Intro
--Understanding IB API Python Wrapper
16. Eclient and Ewrapper Class Intro
17. Important - Debugging Errors Arising from Function Signature Changes
18. IBAPI Function Change Catalogue
19. Getting Contract Info
20. Asynchronous Implementation Intro
21. Asynchronous Implementation Using Event
--Historical Data
22. Market Data Subscription
23. Important Note: Please Read
24. Getting Historical Data Using IBAPI
25. Getting Historical Data (multiple tickers) using IBAPI
26. Storing Historical Data in Dataframes
27. Storing Historical Data in Dataframes - II
28. Extracting Historical Data Iteratively
29. Storing Historical Data of Stocks from Different Exchanges
--Order Management
30. Placing a Simple Limit Order Using IBAPI
31. Placing Order - Reusable Code
32. Cancelling Orders
33. Cancelling Orders - Important Update
34. Modifying Orders
35. Other Important Order Types
--Other Important API Calls
36. Getting Open Orders Information
37. Getting Position Details
38. Homework - Getting Account Summary & PnL Details
39. Homework Solution
--Technical Indicators in IB
40. Technical Indicators Intro
41. TWS Terminal - Technical Indicators
42. MACD Overview
43. MACD Implementation Using IBAPI
44. ATR and Bollinger Bands Overview
45. Bollinger Bands Implementation Using IBAPI
46. ATR Implementation Using IBAPI
47. RSI Overview and Excel Implementation
48. RSI Implementation Using IBAPI
49. ADX Overview
50. ADX Implementation in Excel
51. ADX Implementation Using IBAPI
52. Stochastic Oscillator Overview
53. Stochastic Oscillator Implementation Using IBAPI
--Backtesting Strategies
54. Backtesting Intro
55. CAGR Implementation using IBAPI
56. Volatility & Sharpe Implementation using IBAPI
57. Maximum Drawdown Implementation
58. KPIs for Intraday Strategies
59. Backtesting Sample Strategy (MACD+Stochastic)
60. Backtesting Strategy - Extracting Data
61. Backtesting Strategy - Signal Generation & Return Calculation
62. Backtesting Strategy - KPI Calculation
63. Homework - Implement Intraday KPIs
64. Homework Solution
--Designing & Deploying Strategies on IB
65. Strategy Implementation - Blueprint
66. Strategy Implementation - Data Preparation
67. Strategy Implementation - Signal
68. Strategy Execution Demo
69. Closing All Positions Programatically
--Streaming Market Data
70. Streaming Tick Level Data
71. Streaming Aggregated Snapshot Data - I
72. Streaming Aggregated Snapshot Data - II
73. Storing Tick Data in SQL DB - I
74. Storing Tick Data in SQL DB - II
75. Storing Tick Data in SQL DB - III
76. Accessing Data in DB
77. Converting Ticks to Candles
--Extracting Fundamental Data
78. Fundamental Data API Basics
79. Storing Fundamental Data in XML File
80. Parsing XML Data - I
81. Parsing XML Data - II
82. Parsing XML Data - III
83. Handling Multiple Fundamental Data Files
--Getting Corporate Events Data
84. What Why and How of Corporate Events Data
85. Getting Events Data Using WSH API
86. Parsing Events Data
87. Storing Events Data for Multiple Stocks in Required Data Structure
88. Backtesting Assignment