How to Build a Profitable ML Trading System for Crypto (Complete Framework)
Автор: Den Ambrosov
Загружено: 2026-01-06
Просмотров: 59
Описание:
In this video I break down the exact ML system design framework used by engineers at top tech companies to build crypto trading systems that actually make money.
Who Am I?
My name is Denis. I'm a Quant at big bank who loves building things and breaking down complex math concepts. Building crypto trading systems and sharing the journey from math fundamentals to production ML.
👇 Connect with me
LinkedIn: / denis-ambrosov-frm-6932521b9
X: https://x.com/DenisAmbrosov
Timestamps:
0:00 Intro
0:46 Problem Space VS Solution Space
1:58 Design Document
3:47 Loss Functions and Metrics
5:17 Data & Validation
6:47 Baseline solution
8:43 Feature engineering
10:09 Training Pipeline
11:21 Monitoring
12:18 Integration
13:29 Deployment
15:18 Outro
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