Markets Learning Path

Alternative Data in Markets

6 concepts · 3 paths · 2 pillars

Progress 0 / 6 complete

Flow

Alternative Data in Markets

Technical Analysis

Market Data Infrastructure

Limit Order Book

All Paths

Alternative Data in Markets → Technical Analysis → Market Data Infrastructure → Limit Order Book

3 steps

Alternative Data in Markets → Technical Analysis → Market Data Infrastructure → Data Pipeline Architecture

3 steps

Alternative Data in Markets → Technical Analysis → Market Data Infrastructure → Trading Venues

3 steps

Concepts in this Path

1 Alternative Data in Markets

Mark Done Remember

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2 Technical Analysis

Mark Done Understand

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How to Analyse Market Signals — Interactive Tutorial Learn Cryptocurrency mixers under global regulatory spotlight after latest sanctions Research

3 Market Data Infrastructure

Mark Done Apply

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Algorithmic Trading: Strategies, Infrastructure, and Market Impact Learn Feature Engineering at Scale: Building ML-Ready Market Data Pipelines with dbt and Iceberg Research Real-Time Data Engineering for Algorithmic Trading: From Tick Data to Execution Signals Research

4 Limit Order Book

Mark Done Create

Stock 6 items Review on Dashboard →

Market Microstructure: Order Books, Liquidity, and VPIN Toxicity Learn Market Microstructure: How Trades Execute and Prices Form Learn ML Pipeline Orchestration: From Notebook to Production with Feast and MLflow Research

5 Data Pipeline Architecture

Mark Done Create

Data-engineering 1 items Review on Dashboard →

DataOps: Principles, Practices, and Pipeline Architecture Learn

6 Trading Venues

Mark Done Analyze

Stock 3 items Review on Dashboard →

What Are ETFs? Exchange-Traded Funds Explained Learn Understanding Market Indices: S&P 500, Dow Jones, and NASDAQ Learn Dark Pools, ATS, and Off-Exchange Trading: Structure and Regulation Learn