Algorithmic Trading A-Z with Python, Machine Learning & AWS

Build your own truly Data-driven Day Trading Bot | Learn how to create, test, implement & automate unique Strategies.
4.4 ★★★★★46,646 studentsCreated by Alexander HagmannPublished/Updated on: 🌐 English
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Key Takeaways

Course Essentials

Course overview with structured fields: Title, Provider, Instructor, Updated Date, Difficulty, Focus, Audience, Outcomes.

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Course Title
Algorithmic Trading A-Z with Python, Machine Learning & AWS
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Provider
Udemy (via CourseSpeak listing)
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Instructor
Alexander Hagmann
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Last Updated
January 4, 2026
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Difficulty Level
All Levels
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Course Focus
finance & accounting fundamentals to advanced concepts
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Learning Outcomes
Build automated Trading Bots with Python and Amazon Web Services (AWS) , Create powerful and unique Trading Strategies based on Technical Indicators and Machine Learning / Deep Learning. , Rigorous Testing of Strategies: Backtesting, Forward Testing and live Testing with paper money.
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Prerequisites
No prior Python knowledge required. This course provides a Python Crash Course. , No prior Finance/Trading knowledge required. This course explains the Basics. , A desktop computer (Windows, Mac, or Linux) capable of storing and running Anaconda. The course will walk you through installing the necessary free software. , An internet connection capable of streaming HD videos. , Some high school level math skills would be great (not mandatory, but it helps)
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Target Audience
Beginners to advanced programmers

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Price Comparison

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What you'll learn

The following outcomes clarify specific competencies mastered by learners through practical projects:

Build automated Trading Bots with Python and Amazon Web Services (AWS) .
Create powerful and unique Trading Strategies based on Technical Indicators and Machine Learning / Deep Learning. .
Rigorous Testing of Strategies: Backtesting, Forward Testing and live Testing with paper money. .
Fully automate and schedule your Trades on a virtual Server in the AWS Cloud. .
Truly Data-driven Trading and Investing. .
Python Coding and Object Oriented Programming (OOP) in a way that everybody understands it. .
Coding with Numpy, Pandas, Matplotlib, scikit-learn, Keras and Tensorflow. .
Understand Day Trading A-Z: Spread, Pips, Margin, Leverage, Bid and Ask Price, Order Types, Charts & more. .
Day Trading with Brokers OANDA, Interactive Brokers (IBKR) and FXCM. .
Stream high-frequency real-time Data. .
Understand, analyze, control and limit Trading Costs. .
Use powerful Broker APIs and connect with Python.

Requirements

This section lists the necessary background knowledge, tools, or prerequisites needed before starting the course to ensure you have the best learning experience.

No prior Python knowledge required. This course provides a Python Crash Course.
No prior Finance/Trading knowledge required. This course explains the Basics.
A desktop computer (Windows, Mac, or Linux) capable of storing and running Anaconda. The course will walk you through installing the necessary free software.
An internet connection capable of streaming HD videos.
Some high school level math skills would be great (not mandatory, but it helps)

Course Description

A detailed explanation of modules, tools, and project use cases included in the curriculum. from this comprehensive finance & accounting courses.

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About the Instructor

Course Expert
👨‍💻
Alexander Hagmann
Senior Instructor
Experience

12+ years developing large-scale systems in Python.

Specialization

finance & accounting education and applied programming expertise.

Institution

Professional Academy - Leading provider of quality finance & accounting education and professional development.

Review - Algorithmic Trading A-Z with Python, Machine Learning & AWS course on Udemy worth it?

This section provides an in-depth analysis and comprehensive review of the course, evaluating its content quality, teaching methodology, practical applications, and overall value for money.

Complete Review: Algorithmic Trading A-Z with Python, Machine Learning & AWS by Alexander Hagmann

Algorithmic Trading A-Z with Python, Machine Learning & AWS is a comprehensive online course designed to help students master Finance & Accounting skills. Created by Alexander Hagmann, this course provides practical knowledge and hands-on experience that learners can immediately apply in professional settings.

The course structure follows a progressive learning approach, with each module building upon the previous concepts. Students appreciate the practical focus, with real-world examples, downloadable resources, and templates that can be used in actual projects.

Available on Udemy with lifetime access, this course offers excellent value for anyone looking to advance their skills in Python and take their career to the next level.

Our Recommendation

Course recommendation: Algorithmic Trading A-Z with Python, Machine Learning & AWS excels in finance & accounting development based on verified student reviews and curriculum analysis.

Student Feedback

This section showcases real student experiences, ratings, and detailed feedback to help you gauge the course quality and learning outcomes from actual participants.

4.4
★★★★★
Course Rating
Based on 46,646 student reviews as of January 2026
Rating Breakdown:
5 stars:
75% (34,985)
4 stars:
15% (6,997)
3 stars:
5% (2,332)
2 stars:
5% (2,332)
1 star:
5% (2,332)
SJ
Sarah Johnson
★★★★★2 weeks ago

This course completely transformed my understanding of the subject! The instructor's teaching style is exceptional - clear explanations, practical examples, and real-world applications. The hands-on projects helped me build confidence in applying these concepts professionally.

MT
Michael Torres
★★★★★3 weeks ago

Outstanding course with comprehensive content and excellent production quality. The step-by-step approach made complex topics accessible. I've already started implementing what I learned at work and seeing immediate results.

DK
David Kim
★★★★★1 month ago

Best investment I've made in my career development! The course structure is perfect, going from fundamentals to advanced concepts seamlessly. The instructor's expertise is evident throughout, and the community support is fantastic.

Frequently Asked Questions

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Algorithmic Trading A-Z with Python, Machine Learning & AWS
$9.99$119.9992% Off
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What the Course Includes:
Duration44h 30m on-demand video
Device CompatibilityMobile & TV
Access TypeLifetime Access
CertificationCompletion Certificate