
Master Algorithmic Trading in 12 Weeks
Transform chaos into systematic profits. Get the complete playbook, frameworks, and templates for success — without expensive courses or endless searching.
Step-by-step frameworks from backtesting to live deployment
Ready-to-use templates and high-quality free resources
No programming background required—built for traders

Everything You Need To Succeed
A complete system designed to transform complete beginners into systematic algorithmic traders without the overwhelm
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Comprehensive Curriculum
12-week structured roadmap covering Python basics, backtesting, strategy development, and risk management.
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Learn exactly which tools and frameworks to use for each task. No more analysis paralysis or wasted time on the wrong technologies.
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Learn battle-tested strategies that secured real fund allocation—no theory, only what works in live markets.
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Access to the best free YouTube channels, websites, and communities. Skip the overwhelming search process.
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You don't need a math degree or advanced coding skills. We'll teach you everything you need using accessible tools and clear explanations.
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Get comprehensive algo trading education for only $59. No expensive courses or degrees required to start your quant journey.
12-Week Curriculum
A structured path from complete beginner to deploying live algorithmic trading systems
🐍 #1 - Python Essentials
🔢 #2 - Statistics For Algo Trading
👨💻 #3 - Code Management
📚 #4 - Quant Python Libs
📂 #5 - Data Source
👨💼 #6 - Data Management
🔎 #7 - Market Data Analysis
🏗️ #8 - Strategy Framework
💁 #9 - Strategy For Retail Algo Trader
🎯 #10 - Backtest Engine
🔎 #11 - Backtest Result Metrics
🌟 #12 - Backtest Optimization
🏗️ #8 - Strategy Framework
💁 #9 - Strategy For Retail Algo Trader
🎯 #10 - Backtest Engine
🔎 #11 - Backtest Result Metrics
🌟 #12 - Backtest Optimization
Module 5 - ⚙️ Execution Model
📑 #16 - Order Type & Execution Algo
💸 #17 - Transaction Cost & Slippage
🖥️ #18 - Broker Integration
Module 6 - 📈 Performance Analytics
🔖 #19 - Benchmarking
🎯 #20 - Performance Goal
📈 #21 - Performance Metrics
Module 7 - 📋 Paper Trading & System Refinement
📄 #22 - Paper Trading Setup
🚚 #23 - Deployment Management
📔 #24 - System Logging
🧪 #25 - Test Case Design & Execution
🚨 #26 - Monitoring & Alert
Module 8 - 🚀 Live Trading & Ongoing Monitoring
👨💻 #27 - Standard Operational Procedure
🚦 #28 - Live Trading Transition
🔎 #29 - Continuous Monitoring
🌟 #30 - Continuous Improvement

What's Include In The Module?
Unlock your full algo trading potential with a clear, step-by-step guide featuring these dynamic sections:
🎯 Key Points — Key points of the modules
🧰 Tools — Tools / libraries required to build your own algo for the module
🔥 Must-Learn Skills — a checklist key must-learn skills to complete the module
📚 Resources
📖 Courses — YouTube BEST FREE videos for the topic
🌐 Links — best website to explain the concept of topic
📘 Book — (Optional Study Material) Best picked book on the topic if you want further study
🏆 Champion Insight — (Optional Study Material) My Patreon supplement material
🎓 Further Studies — (Optional Study Material) Further study on theory behind the topic
📒 Notes — Our supplement for the modules in case public resource is not good enough
✅ End-of-Module Checklist — Checklist to ask yourself you learn everything you need for the module
🧾 Final Summary + Reflection Prompt — Final summary and reflection questions for deeper thinking
Our Champion's Fast Lane Instructor
Angus (angusslq). Quantiacs Q22 Quant Contest Champion. Won $1M Fund Allocation To My Algo System. Over 10 years of building quantitative financial system in Forbes Global 100 Company.

A few data points to show that when it comes to algo trading, we know what we’re talking about!
Quantiacs, the top Quant platform since 2014, has held 23 competitions, awarding over $32M in prizes. Angus is Q22 Winner.
In live trading competition (Feb-May), achieved 2.41 Sharpe ratio while S&P500 had a negative ratio.
$1M USD funded for the winning algo trading system
Conducted over 20,000 backtest with near 750k line of code
Tested over 300 strategies in last 2+ years
Get Questions? We've Got Answers!
Absolutely. We designed this course for algo traders of all levels, including beginners. You will learn all the necessary skills, including coding and math concepts without complex formulas, to build your winning algo trading system.
While a strong math background is an advantage, you can still succeed in algorithmic trading without it. Our courses don't delve into complex math formulas. However, we offer related learning materials if you wish to explore this area further.
This course is self-paced, but if you aim to complete it in 12 weeks, we recommend dedicating 2-4 hours each day to the material and practicing independently.
You get lifetime access to all course materials, including any future updates. Once you’re in, you’re in. You can always come back to review or refresh your skills
Why not?
⚬ We are not selling our live strategies. We are showing you how to build your own winning trading systems and master algorithmic trading, just as our instructor did on his journey from beginner to quant trading champion.
⚬ The markets we trade have massive capacity. Your trades won’t impact our profits, even if we trade the same things.
⚬ We believe in mutual growth. By teaching, we learn as well, and together we can achieve success in algo trading.
⚬ Building other streams of income allow us to growth own capital for trading faster.
Absolutely. Our instructor, Angus Leigh (angusslq), is the winner of Q22 Quant contest in the world’s leading Quant Platform — Quantiacs. You can fact check in Quantiacs official website.
We select the best free resources available online to help you master building an algo trading system. In case if materials are not good enough, we wrote our own note in the course. Angus also utilizes books and free online resources to win the competition. If you want course material written by us, please let us know. We will provide you with a $1,000+ course for you to learn, but I can tell you they have more or less the same content as those free resources in our current playbook.
We’re confident you’ll love the course, it is the BEST VALUE for price throughout the internet. But if you’re not happy still, just let us know within 7 days and we’ll refund your purchase. No questions asked. We want you to succeed, and we stand behind our work.
The key issue with the internet is the overwhelming flood of information, making it difficult to discern what's suitable for you. Sorting through material individually involves trial and error, which can be time-consuming and lead to frustration, self-doubt, or even giving up.
If you buy some algo trading books from the Amazon, how much does it cost? Certainly cost more than my playbook!
Our playbook saves you countless hours of sifting through endless materials on YouTube, Reddit, and the internet. It guides you on the BEST way to learn, potentially saving you hundreds or even thousands of hours. Isn't $59 a fair value for that?
If just one of item in my checklists helps you avoid a bug that could cost you thousands or even more money in live trading, isn't $59 an incredibly cheap price?
(DISCLAIMER - For educational purposes only. This course shares personal insights to help you learn algo trading in 12 weeks. Your results depend on your own effort, commitment, and actions. We make no guarantees of success, income, or specific outcomes. This is not financial or investment advice.)
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