Don’t miss these featured articles on AI, Algo Trading and Machine Learning:
- Reward is Enough for Collective Artificial Intelligence – Dr. Peter Cotton, a keynote speaker at the 2023 R/Finance Conference in Chicago, talks about collective Artificial Intelligence.
- Top Skills to Prepare for a Quant Interview – Chainika Thakar from QuantInsti shares insights on important skills that can help you get ready for a quant interview.
- Nonfarm Payrolls May 2023 – Will Klinke, Principal at Total Wealth Partners, discusses the nonfarm payrolls for May 2023.
- Factor Trends and Cycles – Quantpedia reviews an academic paper that explores trends of style factors.
- Introduction to Matching Pursuit Algorithm with Stochastic Dictionaries – Dr. Pawel Lachowicz, Quant at Risk, talks about Fourier Transform (FT) application to financial time-series.
In addition, be sure to check out these hands-on tutorials on general Python or R functions:
- Python Correlation – A Practical Guide – Jignesh Davda breaks down the math to calculate the correlation coefficient in this AlgoTrading101 Blog story.
- Those “Other” Apply Functions… Learn about rapply, vapply, and eapply with this post from TheAutomatic.net
- Python Matplotlib Tutorial: Plotting Data And Customisation – QuantInsti – Chainika Thakar and Jay Parmar guide traders on how to use Python Matplotlib for Data Visualization.
- Jupyter Notebook Shortcuts – Jovan Medford presents popular Jupyter Notebook shortcuts in this AlgoTrading101 article.
- Intro to the TWS Python API – Watch this video for an overview of the IBKR TWS API.
- Placing Orders with R – Find out about order functions in the IBrokers package.
Finally, explore our co-sponsored webinar recordings on Alternative Data and Generative AI.
- Neuravest Research – Personalized Portfolio Feeds Powered by Alternative Data & AI – Erez Katz and Taylor Korf from Neuravest Research, Inc. discuss ways to construct a portfolio scientifically using Machine Learning, Alternative Data and Data Science in finance.
- Toggle AI Discussed Generative AI – Learn about Generative AI and GPT technology for financial markets with this presentation from Giuseppe Sette, President & Co-founder of TOGGLE AI.
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Disclosure: Interactive Brokers
The analysis in this material is provided for information only and is not and should not be construed as an offer to sell or the solicitation of an offer to buy any security. To the extent that this material discusses general market activity, industry or sector trends or other broad-based economic or political conditions, it should not be construed as research or investment advice. To the extent that it includes references to specific securities, commodities, currencies, or other instruments, those references do not constitute a recommendation by IBKR to buy, sell or hold such investments. This material does not and is not intended to take into account the particular financial conditions, investment objectives or requirements of individual customers. Before acting on this material, you should consider whether it is suitable for your particular circumstances and, as necessary, seek professional advice.
The views and opinions expressed herein are those of the author and do not necessarily reflect the views of Interactive Brokers, its affiliates, or its employees.
Disclosure: TOGGLE Relationship with IBKR
IB Global Investments LLC, a subsidiary of Interactive Broker Group Inc., the parent company of Interactive Brokers LLC, is a minority owner of Toggle AI.
Disclosure: API Examples Discussed
Throughout the lesson, please keep in mind that the examples discussed are purely for technical demonstration purposes, and do not constitute trading advice. Also, it is important to remember that placing trades in a paper account is recommended before any live trading.
Disclosure: Order Types / TWS
The order types available through Interactive Brokers LLC's Trader Workstation are designed to help you limit your loss and/or lock in a profit. Market conditions and other factors may affect execution. In general, orders guarantee a fill or guarantee a price, but not both. In extreme market conditions, an order may either be executed at a different price than anticipated or may not be filled in the marketplace.
Disclosure: R API Disclosure
This software is in no way affiliated, endorsed, or approved by Interactive Brokers or any of its affiliates. It comes with absolutely no warranty and should not be used in actual trading unless the user can read and understand the source. IBrokers is a pure R implementation of the TWS API.
Good set of links. Thanks!
Glad you like the links, Eduard. You’re very welcome!