Develop Algo-Trading Strategies With Random Forests
A comprehensive guide on building strategies based on one of the most poweful machine learning tools in Algo trading, Random Forests.
Empowering quantitative traders and developers with battle-tested courses, upcoming institutional MetaTrader 5 Expert Advisors, and the annual LatvianFTS AlgoTrading Championship.
In-depth, hands-on masterclasses designed by algorithmic engineers. Master quantitative models, random forests, and algorithmic execution.
A comprehensive guide on building strategies based on one of the most poweful machine learning tools in Algo trading, Random Forests.
Algorithmic execution robots engineered in MQL5 for MetaTrader 5. We operate with radical transparency: all systems are currently undergoing rigorous multi-market forward testing and live risk audits before release.
Exploits pricing divergences across highly cointegrated FX currency pairs with dynamic volatility bounds and microsecond order execution.
Captures institutional order flow imbalances and liquidity sweeps during London & New York market opens with algorithmic trailing stop-losses.
Automated capital preservation daemon enforcing strict daily drawdown cutoffs, maximum account loss halts, and position exposure capping.
The annual proving ground for automated algorithmic traders. Participants compete exclusively on audited live broker accounts. The Top 5 Traders will be ranked live on this official leaderboard.
| Rank | Trader / Algorithmic Team | Execution Architecture | Audited Return | Status |
|---|---|---|---|---|
| 01 |
Season 1 Champion Slot
Annual Grand Trophy & Accolades
|
MQL5 / Python API Verified | Awaiting Competition Kickoff | Coming Soon |
| 02 |
Season 1 Runner-Up Slot
Audited Live Account Verification
|
MQL5 / Python API Verified | Awaiting Competition Kickoff | Coming Soon |
| 03 |
Season 1 3rd Place Slot
Audited Live Account Verification
|
MQL5 / Python API Verified | Awaiting Competition Kickoff | Coming Soon |
| 04 |
Season 1 4th Place Slot
Audited Live Account Verification
|
MQL5 / Python API Verified | Awaiting Competition Kickoff | Coming Soon |
| 05 |
Season 1 5th Place Slot
Audited Live Account Verification
|
MQL5 / Python API Verified | Awaiting Competition Kickoff | Coming Soon |
All trades must be executed on verified broker accounts with public investor read-only credentials. Demo accounts are not eligible.
Strict institutional risk rules. Accounts exceeding 5% daily drawdown or 10% maximum trailing drawdown are instantly disqualified.
Orders must be placed exclusively via algorithmic scripts, MQL5 Expert Advisors, or API bots. Manual discretionary intervention is disallowed.
Full transparency with real-time equity curves, win/loss distribution, Sharpe ratio, and profit factor visible to all participants.