Get The Proven Algo Trading Playbook That Won Me $1M Fund Allocation — Complete Roadmap Plus Training Materials To Skip Endless Searching, Guessing and Expensive Courses.
Champion's Fast Lane Playbook: Master Algo Trading in 12 Weeks
Learn how to say goodbye to confusion, anxiety, and the chaos of trading with systematic algo trading. No more guessing, no more gambling. Everything becomes predictable, scientific, and systematic.
Quiz: Is Champion's Fast Lane Playbook For You?
Have you tried trading but given up because your profits are inconsistent or nonexistent?
Chances are, you're making emotional or poorly timed decisions that sabotage your success. Learning algo trading equips you with a proven system to automate disciplined, rule-based trades, eliminating guesswork and helping you achieve consistent results in a fraction of the time.
Did you think learning algo trading requires a huge investment, like $xx,xxx for a degree OR $x,xxx for a course?
You don’t need to break the bank to master algo trading! Our playbook provides step-by-step practical frameworks, templates, notes, and high-quality YouTube videos and websites, all accessible FREE. Learn algo trading without spending thousands or even hundreds or feeling overwhelmed.
Are you drowning in a sea of algo trading info from YouTube, Reddit, books, and podcasts, unsure where to start?
We’ve been there! Our playbook cuts through the noise, distilling the best practices into a clear, actionable roadmap. With 30 courses, you’ll skip the confusion and learn what is needed to build a winning algo trading system from day one.
Have you tried learning from trading experts, feeling like you’ve mastered their strategies, but losing money in live trading?
You're not alone. Expert advice often lacks validation, showing only successful chart patterns and hiding failures. These experts have an intuitive, unteachable skill honed over years. Our course empowers you to create and backtest your own trading algorithms. You'll ensure they're robust, ready for the market, and avoid costly losses, trading with confidence using proven data-driven systems.
Do you ever think, “I’m not a coder or math genius, so algo trading isn’t for me”?
We’ll show you how to use user-friendly libraries and tools to create powerful trading algorithms, even if you’re starting from scratch or don’t have a tech background. Making algo trading accessible to anyone with a desire to succeed.
Are you putting in hours analyzing markets but still missing opportunities or losing money?
Learn to build algorithms that monitor markets 24/7, execute trades at a speed no human can match, and capitalize on opportunities you’d otherwise miss. Turning your trading into a scalable, high-impact process that generates profits, not frustration.
If any of these sound familiar…then our Champion’s Fast Lane Playbook is exactly what you need to take your trading to the next level
Our Champion's Fast Lane Instructor
Angus Leigh (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
Finally, Start Coding Your Winning Algo Trading System!
Everyone attempts to make a fortune in the stock market using algo trading but encounters the same problems:
Paywall Education: Price tags ranging from thousands to tens of thousands make entry prohibitively expensive.
Skill-Set Doubt: You think your lack of coding and advanced statistics makes success impossible, when in reality the gap is smaller than you fear.
Roadmap Missing: You’ve got ambition and curiosity, but no clear sequence of steps. The lack of structure makes starting feel impossible.
Learning Overload: You've bookmarked countless books, courses, YouTube playlists, and GitHub repos, but instead of clarity, you're overwhelmed by too much advice and distractions.
Tool Overwhelm: In day 1, you’re already buried in choices i.e. Python vs. R, framework vs. custom build, pandas vs. SQL, cloud vs local hosting, free data source vs paid one, etc
Direction Doubt: You’re building, testing, tweaking, but can’t tell if you’re progressing toward a real edge or just going in circles.
Confidence Cracks: You can’t tell if the model is production-ready or a ticking drawdown bomb, so you keep delaying deployment.
Guru Illusion: Chart gurus make trading look easy, but they rarely show long-term results. You see the wins, not the losses. Algo trading involves testing and validation, offering evidence, repeatability, and independence that TA and gurus can't provide.
In Champion's Fast Lane Playbook, we show you how to solve all of these, with Algo Trading as your secret weapon.
#1 - Step-by-Step To Learn Algo Trading
The biggest problem in learning algo trading?
Trying to learn it the traditional way.
Courses cost thousands, even tens of thousands, only to overload you with theory or focus too much on quant modeling without showing you how to trade live.
Books and free resources? They’re scattered, overwhelming, and often full of conflicting advice. Waste your time learning the wrong things, and you could end up losing money.
That’s why we created our Champion’s Fast Lane Playbook.
It’s a clear, step-by-step path to building a real trading system. No endless theory. No complex math. No thousands of lines of code.
Just what you need—nothing more, nothing less.
We hand-pick the BEST FREE resources from the web and YouTube OR we supplement it ourselves, ensuring you don't waste time
searching. This strategy allows us to keep our course at user-friendly affordable price — under $100.
Because you don’t need another expensive course. You need the right material, presented the right way.
You want to learn smarter and cheaper.
Eager to master algo trading at unbeatable value?
#2 - Recommendation of Tools & Frameworks with Rationales
Another big problem in learning algo trading?
The flood of tools and frameworks.
It’s overwhelming, and often intimidating for beginners. Pick the wrong tools, and you won’t just waste time… you’ll waste money too.
With over 10 years of experience developing quantitative financial systems in a Forbes Global 100 company, we excel at selecting the best tools for various use cases—especially those that work best for retail traders.
Every tool and library we recommend is focused on the shortest path to building a winning strategy. We’re not here to reinvent the wheel — we’re here to help you leverage the best free resources available and start strong.
You’ll know exactly what to invest, whether time or money, and the impact of each choice.
No more trial and error. No more second guessing. Just a smart start from day one.
Ready to cut through the noise and build smarter, faster, and cheaper?
#3 - You Are Your Own Guru
The third big problem with learning algo trading?
Not knowing what’s right—and what’s wrong.
Is your model good enough to go live? Are you missing something critical? Without clarity, many traders either jump in too early and lose money, or hesitate forever and never start.
That’s why we provide a step-by-step path to production. You’ll get a practical checklist that tells you when your system is ready, and when it’s not.
This way, you can avoid costly mistakes and only go live with confidence.
Even better, we train you to evaluate strategies yourself. Instead of blindly trusting so-called “gurus,” you’ll have the knowledge to test and justify any strategy on your own.
With our approach, you don’t just follow the crowd. You become your own guru.
Want to stop guessing and start trading like a pro?
What's Included In Champion's Fast Lane Playbook
Here’s a quick rundown of everything you’ll find inside Champion's Fast Lane Playbook:
Lifetime Access To Champion’s Fast Lane Playbook Modules
As soon as you grab your coy, you will unlock 30 modules to help you success in building winning algo trading system.
Module 1 - 📚 Foundations
🐍 #1 - Python Essentials
🔢 #2 - Statistics For Algo Trading
👨💻 #3 - Code Management
📚 #4 - Quant Python Libs
Module 2 - 🗄️Data Management & Analysis
📂 #5 - Data Source
👨💼 #6 - Data Management
🔎 #7 - Market Data Analysis
Module 3 - 🎯 Strategy Development & Backtest
🏗️ #8 - Strategy Framework
💁 #9 - Strategy For Retail Algo Trader
🎯 #10 - Backtest Engine
🔎 #11 - Backtest Result Metrics
🌟 #12 - Backtest Optimization
Module 4 - ⚠️ Risk Management & Portfolio Theory
🏗️ #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
Ready To Start Building A Million-Dollar Portfolio With Systematic Algo Trading System?
Join Champion's Fast Lane Playbook today for just $59 and start building your winning algo trading system... before your special $30-off discount expires!
Get Questions? We've Got Answers!
Is this course suitable for beginners?
⚬ 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.
Can I be success in algo trading without Math degree?
⚬ 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.
How much time do I need to invest in this course?
⚬ 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.
How long will I have access to the course materials?
⚬ 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 do we share how to earn money through algo trading?
⚬ 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.
Are you legitimate in algo trading?
⚬ 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.
Are you sure I can success in learning algo trading with FREE resource (YouTube, weblink) in the internet?
⚬ 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.
What if I’m not satisfied with the course?
⚬ 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.
What's the difference between buying your playbook and learning on my own from the internet?
⚬ 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?
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(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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