Algorithmic Trading using Interactive Broker's Python API

Implement algorithmic trading strategies on Interactive Broker's platform
4.48 (1557 reviews)
Udemy
platform
English
language
Investing & Trading
category
instructor
Algorithmic Trading using Interactive Broker's Python API
12 110
students
13 hours
content
Feb 2025
last update
$29.99
regular price

Why take this course?

🚀 Course Title: Algorithmic Trading using Interactive Broker's Python API

🎉 Headline: Implement Advanced Algorithmic Trading Strategies on Interactive Broker's Platform

📘 Course Description:

Embark on a journey to master algorithmic trading by leveraging the power of Interactive Broker's platform with our comprehensive online course. This course is meticulously crafted for traders and developers who aspire to automate their trading strategies from data extraction to trade execution.

Key Learning Outcomes:

  • Master Interactive Broker's API: Understand the native API and its capabilities, ensuring you can interact with the platform effectively.
  • API Trading Mastery: Learn the intricacies of placing trades through the API, including order types and handling trade responses.
  • Advanced Python Skills: Enhance your Python expertise with object-oriented programming, multi-threading, asynchronous calls, and more.
  • Data Extraction and Analysis: Grasp how to extract historical data, fundamental data, and harness streaming tick-level data for informed trading decisions.
  • Technical Indicators & Signals: Incorporate technical indicators into your strategies and learn to generate signals that drive your trading logic.
  • Risk Management: Implement robust risk management techniques to safeguard your trading activities.
  • End to End Strategy Design: Design complete algorithmic trading strategies, from data analysis to trade execution.
  • Database Management: Utilize Sqlite databases to store and manage your trading data efficiently.
  • TWS Terminal Proficiency: Get hands-on experience with the Interactive Broker's Trading Workstation (TWS) terminal and Tadawul Securities Market (TSM).
  • Account Settings Configuration: Configure relevant account settings in IB for seamless trading operations.

🎓 Course Structure:

  1. API Introduction & Authentication - Get started with Interactive Broker's API and set up the necessary authentication to begin your trading journey.
  2. Data Extraction - Learn how to extract historical and real-time data to inform your trading decisions.
  3. Fundamental Data Analysis - Dive into fundamental analysis and understand how it can be integrated into your trading strategies.
  4. Technical Indicators & Signals Generation - Explore various technical indicators and techniques to generate actionable signals.
  5. Trade Execution & Risk Management - Execute trades through the API, manage orders effectively, and implement risk management protocols.
  6. Asynchronous Call Handling - Learn how to handle asynchronous calls within your trading application to improve performance.
  7. Strategy Design & Backtesting - Design your own trading strategy and backtest it against historical data.
  8. Sqlite Database Management - Manage your data efficiently using Sqlite databases.
  9. TWS Terminal & IB Account Settings - Gain familiarity with the TWS terminal and configure your account settings for optimal trading conditions.

🛠️ Prerequisites: To get the most out of this course, you should have a solid foundation in Python, including:

  • 📈 Python Basics: Comfortable with Python data types, basic data structures (list, dictionary, tuple), functions, and loops.
  • ⚙️ Library Management: Skilled in installing and importing necessary libraries to your Python environment.

Please ensure you have this base knowledge before diving into the course material, as the Interactive Broker API's advanced features require a good grasp of Python's object-oriented programming and concurrent programming capabilities.

Join us on this exciting adventure in algorithmic trading and transform your trading strategies with the power of Python and Interactive Broker's robust platform! 💫

Course Gallery

Algorithmic Trading using Interactive Broker's Python API – Screenshot 1
Screenshot 1Algorithmic Trading using Interactive Broker's Python API
Algorithmic Trading using Interactive Broker's Python API – Screenshot 2
Screenshot 2Algorithmic Trading using Interactive Broker's Python API
Algorithmic Trading using Interactive Broker's Python API – Screenshot 3
Screenshot 3Algorithmic Trading using Interactive Broker's Python API
Algorithmic Trading using Interactive Broker's Python API – Screenshot 4
Screenshot 4Algorithmic Trading using Interactive Broker's Python API

Loading charts...

Comidoc Review

Our Verdict

This course effectively combines algorithmic trading strategies with Interactive Broker's Python API, appealing to both traders and passionate coders. While minor issues such as font size and occasional repetitive language may detract from the experience, these shortcomings do not overshadow the valuable knowledge shared by the instructor. With a more accurate title and improved organization, this course could better meet students' expectations.

What We Liked

  • Comprehensive coverage of algorithmic trading and Interactive Brokers API
  • Detailed explanations and clear instructions make it easy to follow
  • Instructor's knowledge and teaching style are highly praised
  • Code examples are helpful for passionate coders, sparking further exploration

Potential Drawbacks

  • Small font size in coding lectures can be difficult to read and comprehend
  • Term 'Algorithmic Trading' in the title may not accurately reflect course content
  • Occasional repetition of words like 'right', 'you know', 'ok' can be distracting
  • Some mistakes found and organization could be improved
3373620
udemy ID
28/07/2020
course created date
08/08/2020
course indexed date
Bot
course submited by