Curriculum
On-Chain Data Fundamentals
Understand the structure of blockchain data, the tools used to query it, and the core metrics that matter for protocol analysis.
- Understanding Blockchain Data22 min · 1 assessment(s)
- Data Sources and Analytics Tools20 min · 1 assessment(s)
- SQL for Blockchain Analytics25 min · 1 assessment(s)
- Key On-Chain Metrics20 min · 1 assessment(s)
DeFi Analytics
Analyse DeFi protocols using TVL, liquidity, yield, and user behaviour metrics drawn from on-chain data.
- TVL and Protocol Metrics22 min · 1 assessment(s)
- Liquidity Analysis25 min · 1 assessment(s)
- Yield and Revenue Metrics20 min · 1 assessment(s)
- User Behaviour Analysis22 min · 1 assessment(s)
Market Data Analysis
Work with OHLCV data, volatility measures, technical indicators, and the interplay between on-chain signals and price action.
- Crypto Market Data Infrastructure22 min · 1 assessment(s)
- Volatility and Correlation Analysis25 min · 1 assessment(s)
- Technical Indicators for Crypto20 min · 1 assessment(s)
- On-Chain vs Price Signals22 min · 1 assessment(s)
Data Pipelines and Infrastructure
Build and operate the data infrastructure that powers blockchain analytics: indexers, subgraphs, warehouses, and real-time streams.
- Indexing Blockchain Data25 min · 1 assessment(s)
- Subgraphs and The Graph Protocol22 min · 1 assessment(s)
- Data Warehousing for Crypto Analytics22 min · 1 assessment(s)
- Real-Time Blockchain Analytics22 min · 1 assessment(s)
Applied Blockchain Data Science
Apply clustering, anomaly detection, risk modelling, and predictive analytics to real-world blockchain problems.
- Wallet Clustering and Segmentation25 min · 1 assessment(s)
- MEV and Arbitrage Detection25 min · 1 assessment(s)
- Risk Modelling for DeFi25 min · 1 assessment(s)
- Predictive Analytics for DeFi25 min · 1 assessment(s)
