Robuxio – Algorithmic Crypto Course 2025

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Robuxio – Algorithmic Crypto Course 2025 Pavel Kýček – Algorithmic Crypto Course 2025 Master Algorithmic Trading in Weeks , Not Years Everything you need to build profitable trading strategies and portfolios, even if you’ve never traded algorithmically before. Before vs. After the Robuxio Course Before the Robuxio Course You rely on gut feel or loosely defined setups and every trade feels discretionary. Drawdowns shake your confidence because there’s no statistical baseline. Market moves feel random and you lack trust in your entries and exits. Wins are hard to replicate. Losses leave no clear diagnosis. Leaving you lost and confused. You spend hours analysing markets and are constantly glued to charts, without any increase in conviction. You overfit with too many indicators, yet trust none of them. You lack a scalable framework that you can trust with real capital. After the Robuxio Course You operate a systematic process with defined rules and position sizing. Each that is built on a robust idea-first logic. You understand your edge, your risk, and your drawdown profile. You make data-driven decisions and trust your execution, with no guesswork. You know exactly when to enter and exit, with a clear understanding of what logic your strategies were built upon. Your entire trading process is automated with zero discretionary decision-making You have a clear, validated plan with strategies you built yourself. What You Will Master 1. Algorithmic Trading Edge Fundamentals Start matching strategies to the behavior of the assets. Focus on high-probability, data-driven approaches. 2. Foundational Strategy Types Learn Breakout, Trend Following, Mean Reversion. 3. Code and Data Analysis Get clean futures data of the entire crypto market. Get code templates with comprehensive explanations of each line. No programming knowledge required to implement and use. 4. Strategy Design & Execution Get access to 8 pre-built strategies. Learn to develop and refine additional strategies. 5. Robust Portfolio Development Construct scalable multi-strategy portfolios. Learn the link between uncorrelated strategies and portfolio design. 6. Trading Automation Get exclusive access to Robuxio Lite portfolio for 1 year. Trade it automatically with our trading engine. Choose between 3 different volatility levels. Algorithmic Crypto Trading Course Outline: Lesson 01: Introduction to Algorithmic Trading: Description: This lesson focuses on the main criteria for selecting a proper backtesting platform. We dive into the basics of Realtest—our backtester of choice—learning how to import data and create a benchmark strategy. Topic: Factors to Consider When Choosing a Trading Platform Key Features for Algo Trading Commonly Used Platforms Why Realtest? Example of Realtest Language Realtest: Source of Information Testable Trading Approaches Research-Driven Models Testable Data Code: Bitcoin Benchmark Strategy Lesson 02: Backtesting Platform Description: This lesson focuses on the main criteria for selecting a proper backtesting platform. We dive into the basics of Realtest—our backtester of choice—learning how to import data and create a benchmark strategy. Topic: Factors to Consider When Choosing a Trading Platform Key Features for Algo Trading Commonly Used Platforms Why Realtest? Example of Realtest Language Realtest: Source of Information Testable Trading Approaches Research-Driven Models Testable Data Bitcoin Benchmark Strategy Lesson 03: Market Selection Description: Every market behaves differently—one trends more, while another moves sideways. This lesson helps you understand the unique characteristics ofeach Topic: Factors Influencing Market Selection Liquidity Volatility Immature to Mature Asset Cycle Edge Decay: Bitcoin vs S&P 500 Leverage Market vs Approach: Stocks, Forex, Commodities, Crypto Inter-Market Volatility Comparisons Advantage of Retail Trader Lesson 04: Trading Approaches Description: This lesson is dedicated to understanding the various trading approaches, their classifications, and how to implement them effectively Topic: Basic Classification: Alpha and Beta What is Trading Edge? Types of Entry/Exit Orders Long-Term vs Short-Term Momentum Code: Bitcoin Trend Strategy Code: Bitcoin Breakout Strategy Code: Bitcoin Mean Reversion Strategy Comparison Lesson 05: Strategy Building Description: Thand building momentum and mean reversion strategies on a broad basket of cryptocurrencies. Topic: Dunning-Kruger Effect Trading Biases Idea-First Approach Sensitivity to Trading Conditions Sensitivity to Trading Costs Description of Breakout Strategy Code: Crypto Breakout Strategy Description of Mean Reversion Strategy Code: Mean Reversion Strategy Comparison Lesson 06: Robustness Tests + Trend Following Description: In this lesson, we build a strategy based on long-term momentum and dive into robustness tests to ensure reliability for live trading. Topic: Description of Trend Following Strategy Code: Trend Following Strategy Comparison: Mean Reversion, Momentum, Trend Following Robustness Tests: Foundation Optimisation in Strategy Building Risks of Optimisation IS/OOS Test Parameter-Sensitivity Analysis Stress Testing Inter-Asset Analysis Multi-Timeframe Analysis Trend Following: Parameter Sensitivity Test Lesson 07: Exits Description: Exits can significantly change the characteristics of a strategy. This lesson focuses on how to appe philosophy behind them. Topic: Philosophy of Exit Exit and Its Purpose Stop Loss: The Good and the Bad Stop Loss and Intraday Volatility Solution for Stop Loss Profit Target Exit Ideas: Breakout, Trend Following, Mean Reversion Lesson 08: Risk Management + RSI Strategies Description: A trader is, first and foremost, a risk manager. This lesson emphasizes protecting capital before multiplying it. Topic: Definition of Risk Management Where is the Risk? Strategy Risk – Origination and Coverage Volatility as a Measure of Risk Drawdown as Risk Measure Drawdown as a Risk Management Tool When to Use Stop Loss? Martingale vs. Anti-Martingale Approach Code: RSI Momentum Code: RSI Mean Reversion Lesson 10: Trading Psychology Description: Trading psychology develops alongside the creation of sound strategies. This lesson highlights key psychological aspects critical for success. Topic: Code: 5-Strategy Portfolio Difference Between Portfolios From a Trading Psychology Perspective Trading Psychology vs Trading Edge The Lake Wobegon Effect Trade Sample Losing Streak Risk Tolerance Next 1000 Trades Live Trading: Automated vs Semi-Automated Solution Special Episode Realtest Introduction by Marsten Parker This special episode introduces participants to the logic behind Realtest, presented by Marsten Parker—creator of Realtest and a featured trader in Jack Schwager’s Unknown Market Wizards. Marsten brings his 27+ years of trading experience to highlight the unique features of Realtest, designed to help traders build and test strategies efficiently. The goal of this session is to understand the core functionality of Realtest and its logical foundation, empowering participants to create robust strategies and portfolios. Realtest is a no-nonsense tool, focused on delivering results rather than aesthetics, and Marsten shares insights on how he continues to innovate and enhance the software. Strategies You Will Build The strategies are built with conservative settings to provide a stable foundation. In the course, you’ll learn not only how to adapt these strategies to match your risk tolerance but also how to build and customize your own strategies for long-term success. BTC Strategies Strategies focused on Bitcoin, used in the course to explain the fundamental principles of each approach. 2024 Return: Mean Reversion: 42.14% Breakout: 72.9% Trend Following: +81.5% CAGR: Mean Reversion: 31% Breakout: 37.65% Trend Following: +77.67% Crypto Breakout Strategy Crypto Breakout Strategy 2024 Return: 45% CAGR: 52.85% Crypto Mean Reversion Strategy An aggressive mean reversion strategy designed to buy corrections in the most trending coins of our trading universe. 2024 Return: 45.4% CAGR: 52.85% Crypto Trend Following Strategy A strategy that buys strong breakouts in our universe, riding trends to completion while cutting losses early. 2024 Return: 63% CAGR: 74.58% RSI Mean Reversion Classical use of RSI but together with momentum. 2024 Return: 10.7% CAGR: 21.49% RSI Momentum An innovative approach that uses RSI as a breakout indicator to identify breakouts. 2024 Return: 78.5% CAGR: 60.42% Portfolios You Will Design The strategies are built with conservative settings to provide a stable foundation. In the course, you’ll learn not only how to adapt these strategies to match your risk tolerance but also how to build and customize your own strategies for long-term success.