Robuxio – Algorithmic Crypto Course 2025 - Course Habitat - Download Premium Courses At Affordable Prices

Description

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 trade is part of a strategy 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.
Develop idea-first strategies with clear logic and edge.

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.
Learn advanced exit techniques informed by data-driven insights.

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:

Realtest: Source of Information
Testable Trading Approaches
Research-Driven Models
Testable Data
Code: Bitcoin Benchmark Strategy

Lesson 02: Backtesting Platform

Description:

Topic:

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 of each market and choose the right trading approach based on these behaviors.

Topic:

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:

Code: Bitcoin Trend Strategy
Code: Bitcoin Breakout Strategy
Code: Bitcoin Mean Reversion Strategy
Comparison

Lesson 05: Strategy Building

Description:

This lesson focuses on trading biases and building momentum and mean reversion strategies on a broad basket of cryptocurrencies.

Topic:

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:

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 approach exits in different trading strategies and the philosophy behind them.

Topic:

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:

Lesson 09: Portfolio Trading

Description:

Portfolio trading of diversified strategies is the ultimate goal of algorithmic trading. This lesson explores techniques for building and managing robust portfolios.

Topic:

Lesson 10: Trading Psychology

Description:

Trading psychology develops alongside the creation of sound strategies. This lesson highlights key psychological aspects critical for success.

Topic:

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

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

Robuxio Lite Portfolio

A 3-strategy portfolio offering simplicity and stability, making it an excellent choice for new traders.

2024 Return: 55.4%

CAGR: 62.18%

5-Strategy Portfolio

A 5-strategy portfolio with differing strategy types as well as entry and exit logics.

2024 Return: 57.2%

CAGR: 59.5%

Exclusive Access To Robuxio Lite Automation

Every enrolment includes 12-month access to the automated version of our Robuxio Lite Portfolio, which is executed by the same trading engine that runs our institutional mandates. Simply plug in your API keys and trade up to $10,000.