Statistical Arbitrage Bot Build in Crypto with Python (A-Z)

Build a Pairs Trade bot like a boss on the ByBit Crypto exchange with a statistical arbitrage edge in Python.

4.45 (643 reviews)

Udemy

platform

English

language

Data Science

What you will learn

Gain hands-on experience in developing a Statistical Arbitrage pairs trading crypto bot

Automate and filter searches for all possible co-integrated pairs on a given exchange

Learn what actually moves price in the markets

Understand the use of metrics including hedge ratio, p-value, t-value and c-value

Learn fundamental trading principles and gain a proven statistical edge

Learn the optimal position size

Get clarity on entry and exit signals

Develop an automated bot that can place and manage limit and market orders automatically

Learn backtesting techniques for optimal pair selection

Learn how to calculate spread and Zscore for optimal entry and exit signals

Course Gallery

Statistical Arbitrage Bot Build in Crypto with Python (A-Z) – Screenshot 1 — Screenshot 1 – Statistical Arbitrage Bot Build in Crypto with Python (A-Z)

Statistical Arbitrage Bot Build in Crypto with Python (A-Z) – Screenshot 2 — Screenshot 2 – Statistical Arbitrage Bot Build in Crypto with Python (A-Z)

Statistical Arbitrage Bot Build in Crypto with Python (A-Z) – Screenshot 3 — Screenshot 3 – Statistical Arbitrage Bot Build in Crypto with Python (A-Z)

Statistical Arbitrage Bot Build in Crypto with Python (A-Z) – Screenshot 4 — Screenshot 4 – Statistical Arbitrage Bot Build in Crypto with Python (A-Z)

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Comidoc Review

Our Verdict

The Statistical Arbitrage Bot Build in Crypto with Python (A-Z) course on Udemy provides valuable insights into pairs trading and statistical analysis for crypto trading. However, it falls short when it comes to delivering a fully functional, up-to-date product. Considering the last update was in January 2023 with no further improvements or bug fixes, students may find themselves frustrated with the numerous issues present throughout. While the course covers fundamental principles and provides hands-on experience in developing a trading bot, its overall usefulness is diminished by outdated examples and unanswered questions regarding critical components like the Websocket API from ByBit and rebate filters.

What We Liked

Well-structured course with useful diagrams explaining complex concepts.
Hands-on experience in developing a Statistical Arbitrage pairs trading crypto bot.
Learning fundamental trading principles and gaining a statistical edge.
Covers backtesting techniques for optimal pair selection and risk management.

Potential Drawbacks

Some outdated course content, such as API usage and deprecated features.
Insufficient explanation of some pre-built functions and coding logic.
Instructor has not updated the course to address issues and bugs raised by students.
Lack of timely response in Q&A section may hinder student progress.