Interactive Academy Track

Switch between the full course roadmap and the full books roadmap.

This view now includes the complete catalog for the selected path. Toggle between structured courses and handbook-style books, search within the path, and click any node to inspect the resource.

Visible Nodes

Stages

Progress

View

Course Path

Required edgeOptional edgeCompletedIn progress

Full Visible Path

Every visible course in the current roadmap filter is listed below, grouped by stage.

Foundations

2 items

Feature Engineering

2 items

Backtesting

1 items

Model Building

3 items

Forex

1 items

CEX Trading

2 items

DEX Trading

2 items

Solana

2 items

Ethereum

2 items

BSC

1 items

Meme Coins

2 items

Live Deployment

1 items

Stage

Foundations

2 items

Stage

Feature Engineering

2 items

Stage

Backtesting

1 items

Stage

Model Building

3 items

Stage

Forex

1 items

Stage

CEX Trading

2 items

Stage

DEX Trading

2 items

Stage

Solana

2 items

Stage

Ethereum

2 items

Stage

BSC

1 items

Stage

Meme Coins

2 items

Stage

Live Deployment

1 items

Stage

Foundations

2 resources in this stage

Course

Not Started

The ML Method Masterclass

22 weeks•Beginner to Advanced

Course

Not Started

Python for Quantitative Trading

4 weeks•Beginner

Stage

Feature Engineering

2 resources in this stage

Course

Not Started

Feature Engineering for Trading

4 weeks•Intermediate

Course

Not Started

Order Flow Analysis with ML

4 weeks•Advanced

Stage

Backtesting

1 resources in this stage

Course

Not Started

Backtesting & Validation Masterclass

4 weeks•Intermediate

Stage

Model Building

3 resources in this stage

Course

Not Started

Deep Learning for Markets

6 weeks•Advanced

Course

Not Started

LLMs for Trading

6 weeks•Advanced

Course

Not Started

Reinforcement Learning for Trading

6 weeks•Advanced

Stage

Forex

1 resources in this stage

Course

Not Started

Forex ML Trading Mastery

8 weeks•Intermediate

Stage

CEX Trading

2 resources in this stage

Course

Not Started

Crypto ML Trading

6 weeks•Intermediate

Course

Not Started

CEX vs DEX Arbitrage Mastery

4 weeks•Advanced

Stage

DEX Trading

2 resources in this stage

Course

Not Started

DEX Copy Trading Masterclass

5 weeks•Intermediate

Course

Not Started

Smart Money Wallet Tracking Course

4 weeks•Intermediate

Stage

Solana

2 resources in this stage

Course

Not Started

Solana Trading Accelerator

5 weeks•Intermediate

Course

Not Started

Solana Meme Coin Sniper Course

3 weeks•Intermediate

Stage

Ethereum

2 resources in this stage

Course

Not Started

Ethereum DeFi & MEV

6 weeks•Advanced

Course

Not Started

ETH Layer 2 Trading

4 weeks•Intermediate

Stage

BSC

1 resources in this stage

Course

Not Started

BSC DeFi Trading

4 weeks•Intermediate

Stage

Meme Coins

2 resources in this stage

Course

Not Started

Rug Pull Detection & Safety

2 weeks•Beginner

Course

Not Started

Meme Coin Trading System

4 weeks•Intermediate

Stage

Live Deployment

1 resources in this stage

Course

Not Started

The Prop Firm Edge Course

4 weeks•Intermediate

React Flow

Foundations

The ML Method Masterclass

Join 2,400+ traders who've transformed their trading with ML. The same system that's helped students pass $100K+ funded challenges. Don't let another profitable setup pass you by.

Beginner to Advanced22 weeks16 units$497Not Started

Topics

Machine LearningTrading SystemsPythonQuantitative Finance

What You Build

Introduction to ML Trading

Market Microstructure Fundamentals

Python Environment Setup

Data Collection & Cleaning

Feature Engineering Basics

Statistical Analysis

Recommended Next

Optional Follow-Ups

How To Use

Switch between `Course Path` and `Books Path` to change the roadmap source.

Solid orange arrows are required dependencies. Dashed slate arrows are optional follow-ons.

Mark nodes as started or completed to keep a lightweight roadmap history in this browser.

Interactive Academy Track

Switch between the full course roadmap and the full books roadmap.

This view now includes the complete catalog for the selected path. Toggle between structured courses and handbook-style books, search within the path, and click any node to inspect the resource.

Visible Nodes

Stages

Progress

View

Course Path

Required edgeOptional edgeCompletedIn progress

Full Visible Path

Every visible course in the current roadmap filter is listed below, grouped by stage.

Foundations

2 items

Feature Engineering

2 items

Backtesting

1 items

Model Building

3 items

Forex

1 items

CEX Trading

2 items

DEX Trading

2 items

Solana

2 items

Ethereum

2 items

BSC

1 items

Meme Coins

2 items

Live Deployment

1 items

Stage

Foundations

2 items

Stage

Feature Engineering

2 items

Stage

Backtesting

1 items

Stage

Model Building

3 items

Stage

Forex

1 items

Stage

CEX Trading

2 items

Stage

DEX Trading

2 items

Stage

Solana

2 items

Stage

Ethereum

2 items

Stage

BSC

1 items

Stage

Meme Coins

2 items

Stage

Live Deployment

1 items

Stage

Foundations

2 resources in this stage

Course

Not Started

The ML Method Masterclass

22 weeks•Beginner to Advanced

Course

Not Started

Python for Quantitative Trading

4 weeks•Beginner

Stage

Feature Engineering

2 resources in this stage

Course

Not Started

Feature Engineering for Trading

4 weeks•Intermediate

Course

Not Started

Order Flow Analysis with ML

4 weeks•Advanced

Stage

Backtesting

1 resources in this stage

Course

Not Started

Backtesting & Validation Masterclass

4 weeks•Intermediate

Stage

Model Building

3 resources in this stage

Course

Not Started

Deep Learning for Markets

6 weeks•Advanced

Course

Not Started

LLMs for Trading

6 weeks•Advanced

Course

Not Started

Reinforcement Learning for Trading

6 weeks•Advanced

Stage

Forex

1 resources in this stage

Course

Not Started

Forex ML Trading Mastery

8 weeks•Intermediate

Stage

CEX Trading

2 resources in this stage

Course

Not Started

Crypto ML Trading

6 weeks•Intermediate

Course

Not Started

CEX vs DEX Arbitrage Mastery

4 weeks•Advanced

Stage

DEX Trading

2 resources in this stage

Course

Not Started

DEX Copy Trading Masterclass

5 weeks•Intermediate

Course

Not Started

Smart Money Wallet Tracking Course

4 weeks•Intermediate

Stage

Solana

2 resources in this stage

Course

Not Started

Solana Trading Accelerator

5 weeks•Intermediate

Course

Not Started

Solana Meme Coin Sniper Course

3 weeks•Intermediate

Stage

Ethereum

2 resources in this stage

Course

Not Started

Ethereum DeFi & MEV

6 weeks•Advanced

Course

Not Started

ETH Layer 2 Trading

4 weeks•Intermediate

Stage

BSC

1 resources in this stage

Course

Not Started

BSC DeFi Trading

4 weeks•Intermediate

Stage

Meme Coins

2 resources in this stage

Course

Not Started

Rug Pull Detection & Safety

2 weeks•Beginner

Course

Not Started

Meme Coin Trading System

4 weeks•Intermediate

Stage

Live Deployment

1 resources in this stage

Course

Not Started

The Prop Firm Edge Course

4 weeks•Intermediate

React Flow

Foundations

The ML Method Masterclass

Join 2,400+ traders who've transformed their trading with ML. The same system that's helped students pass $100K+ funded challenges. Don't let another profitable setup pass you by.

Beginner to Advanced22 weeks16 units$497Not Started

Topics

Machine LearningTrading SystemsPythonQuantitative Finance

What You Build

Introduction to ML Trading

Market Microstructure Fundamentals

Python Environment Setup

Data Collection & Cleaning

Feature Engineering Basics

Statistical Analysis

Recommended Next

Optional Follow-Ups

How To Use

Switch between `Course Path` and `Books Path` to change the roadmap source.

Solid orange arrows are required dependencies. Dashed slate arrows are optional follow-ons.

Mark nodes as started or completed to keep a lightweight roadmap history in this browser.