Digital Finance Course
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MSc/BSc Digital Finance Program

Master Digital Finance

Comprehensive course covering blockchain foundations, smart contracts, DeFi protocols, security analysis, and frontier technologies with 300+ publication-quality slides.

6
Modules
24
Lectures
300+
Slides
96
Charts
21
Notebooks

Learning Journey

Lecture Slides

Module 1 — Foundations
Introduction to
Digital Finance
Taxonomy Markets Classification
1

Introduction to Digital Finance

Module 1 — Foundations

Overview of digital finance ecosystem and crypto-asset classification.

Module 1 — Foundations
Cryptographic
Foundations
Hashing Merkle Signatures
2

Cryptographic Foundations

Module 1 — Foundations

Hash functions, Merkle trees, and digital signature schemes.

Module 1 — Foundations
Blockchain
Architecture
Consensus Trilemma PoS
3

Blockchain Architecture

Module 1 — Foundations

Distributed ledger design, consensus mechanisms, and scalability.

Module 1 — Foundations
Bitcoin
Protocol
UTXO Scripting Halving
4

Bitcoin Protocol

Module 1 — Foundations

Bitcoin's transaction model, scripting, and monetary policy.

Module 2 — Smart Contracts
Ethereum
& EVM
Accounts Gas EIP-1559
5

Ethereum & EVM

Module 2 — Smart Contracts

Ethereum's account model, EVM execution, and fee mechanism.

Module 2 — Smart Contracts
Smart
Contracts
Solidity Proxy Vulnerabilities
6

Smart Contracts

Module 2 — Smart Contracts

Smart contract development, patterns, and security.

Module 2 — Smart Contracts
Token
Economics
ERC-20 Vesting ICOs
7

Token Economics

Module 2 — Smart Contracts

Token standards, tokenomics design, and fundraising history.

Module 2 — Smart Contracts
Non-Fungible
Tokens
ERC-721 Trading Categories
8

Non-Fungible Tokens

Module 2 — Smart Contracts

NFT standards, market dynamics, and valuation.

Module 3 — DeFi Core
Automated
Market Makers
Bonding Curves IL V3
9

Automated Market Makers

Module 3 — DeFi Core

AMM mechanics, impermanent loss, and concentrated liquidity.

Module 3 — DeFi Core
Lending
Protocols
Aave Interest Rates Liquidation
10

Lending Protocols

Module 3 — DeFi Core

DeFi lending architecture and risk management.

Module 3 — DeFi Core
Derivatives
& Perpetuals
Funding Rate Options Perps
11

Derivatives & Perpetuals

Module 3 — DeFi Core

Decentralized derivatives and perpetual futures.

Module 3 — DeFi Core
Stablecoins
Taxonomy Terra Depeg
12

Stablecoins

Module 3 — DeFi Core

Stablecoin mechanisms, failures, and stability analysis.

Module 4 — Advanced DeFi
MEV
& Flashbots
Sandwich PBS Extraction
13

MEV & Flashbots

Module 4 — Advanced DeFi

Maximal extractable value and mitigation strategies.

Module 4 — Advanced DeFi
Layer 2
Scaling
Rollups ZK Optimistic
14

Layer 2 Scaling

Module 4 — Advanced DeFi

Scaling solutions, rollup comparison, and cost analysis.

Module 4 — Advanced DeFi
DAOs
& Governance
Voting Attacks Participation
15

DAOs & Governance

Module 4 — Advanced DeFi

Decentralized governance mechanisms and challenges.

Module 4 — Advanced DeFi
Real-World
Assets
Tokenization Treasury Integration
16

Real-World Assets

Module 4 — Advanced DeFi

RWA tokenization and DeFi integration.

Module 5 — Analysis & Failures
On-Chain
Analytics
Tx Anatomy DEX Clustering
17

On-Chain Analytics

Module 5 — Analysis & Failures

Blockchain data analysis and network metrics.

Module 5 — Analysis & Failures
Security
& Auditing
Flash Loans Audits Economics
18

Security & Auditing

Module 5 — Analysis & Failures

Smart contract security and audit ecosystem.

Module 5 — Analysis & Failures
Protocol
Failures
Exploits DAO Euler
19

Protocol Failures

Module 5 — Analysis & Failures

Historical protocol exploits and lessons.

Module 5 — Analysis & Failures
Exchange
Failures
FTX Contagion Reserves
20

Exchange Failures

Module 5 — Analysis & Failures

Centralized exchange collapses and regulation.

Module 6 — Frontiers
Regulation
& Compliance
MiCA Landscape CompliTech
21

Regulation & Compliance

Module 6 — Frontiers

Global crypto regulation and compliance technology.

Module 6 — Frontiers
Privacy
Technologies
ZK Proofs Tornado Tradeoffs
22

Privacy Technologies

Module 6 — Frontiers

Privacy-preserving technologies and regulatory tension.

Module 6 — Frontiers
Lightning
& CBDCs
Channels Growth CBDC
23

Lightning & CBDCs

Module 6 — Frontiers

Payment channels and central bank digital currencies.

Module 6 — Frontiers
Future of
Digital Finance
AA AI Agents Quantum
24

Future of Digital Finance

Module 6 — Frontiers

Emerging technologies and open research questions.

Charts Gallery

M1: Foundations (10 charts)
L01: Taxonomy
L01: Timeline
L01: Market Growth
L02: Hash Avalanche
L02: Merkle Tree
L02: Digital Signatures
L03: Trilemma
L03: Consensus Comparison
L04: UTXO Model
L04: Supply Schedule
M2: Smart Contracts (18 charts)
L05: Account Model
L05: EIP-1559 Base Fee
L05: Base Fee Dynamics
L05: Fee Structure
L05: ETH Issuance
L05: EVM Stack
L05: State Trie
L05: Compilation Pipeline
L06: Proxy Pattern
L06: Vulnerability Taxonomy
L06: DAO Attack Flow
L07: Token Standards
L07: Vesting Schedule
L07: ICO Timeline
L08: NFT Trading Volume
L08: NFT Price Distribution
L08: NFT Categories
L08: Bubble Timeline
M3: DeFi Core (14 charts)
L09: Bonding Curve
L09: Price Impact
L09: Impermanent Loss
L09: Concentrated Liquidity
L10: Lending Architecture
L10: Interest Rate Curve
L10: Liquidation Cascade
L11: Funding Rate
L11: Perp-Spot Convergence
L11: Perp Metrics
L12: Stablecoin Taxonomy
L12: Terra Mechanism
L12: Terra Death Spiral
L12: Depeg Events
M4: Advanced DeFi (16 charts)
L13: MEV Taxonomy
L13: Sandwich Attack
L13: MEV Extracted
L13: PBS Architecture
L14: Scaling Taxonomy
L14: Optimistic vs ZK
L14: ZK-Rollup Costs
L14: L2 TVL
L15: Voting Mechanisms
L15: Gov. Concentration
L15: Governance Attacks
L15: DAO Participation
L16: RWA Taxonomy
L16: Tokenization Flow
L16: DeFi Integration
L16: Treasury Growth
M5: Analysis & Failures (16 charts)
L17: Tx Anatomy
L17: DEX Volume
L17: Address Clustering
L17: Network Metrics
L18: Vuln. Taxonomy
L18: Flash Loan
L18: Audit Market Share
L18: Security Economics
L19: Exploit Timeline
L19: DAO Reentrancy
L19: Euler Attack
L19: Losses by Category
L20: Failures Timeline
L20: FTX Collapse
L20: FTX Contagion
L20: Proof of Reserves
M6: Frontiers (16 charts)
L21: Regulatory Landscape
L21: MiCA Timeline
L21: Compliance Tech
L21: Reg. Scenarios
L22: ZKP Concept
L22: ZK Applications
L22: Tornado Timeline
L22: Privacy Tradeoffs
L23: Payment Channel
L23: Lightning Growth
L23: CBDC Adoption
L23: Money Types
L24: Account Abstraction
L24: AI Agents
L24: Quantum Timeline
L24: Research Frontier

Illustrations

EVM World Computer
Illustration
Gas as Fuel
Illustration
The Merge Transition
Illustration
Account Types
Illustration
Reentrancy Attack
Illustration
Fungible vs NFT
Illustration

Jupyter Notebooks

Practice Materials

Problem sets and solutions for self-study

1Introduction

2Cryptography

5Ethereum & EVM

6Smart Contracts

7Token Economics

11Derivatives

12Stablecoins

17On-Chain Analytics

18Security & Auditing

19Protocol Failures

20Exchange Failures

21Regulation

Interactive Quizzes (480 questions)

Test your knowledge with multiple-choice quizzes for each lecture

Exam Practice

48 written questions covering all modules with solutions

Start Practice

Resources