Clean Code, Test Driven Development, Object Oriented or Functional paradigm, Java and Spring technologies, Events driven architecture, Evolutionary design and implementation, AI driven development, Lean project approach
Value in time, Multi periods investment model, Portfolio analysis, Probability & Stochastic processes, Binomial and Black & Scholes models, Optimization and numerical methods
Financial markets and instruments, Derivatives, Technical analysis vs fundamental one, Basic investment strategies, Investment period, Portfolio diversification, Broker's choice, ETFs flood
Exchange internal processes, Exchange architecture, Order book, Matching strategies, Types of orders, Liquidity problem, Exchange solvency
Market microstructure, Market volatility and liquidity, High frequency trading, Market making, Market manipulations, Correlations in the market, Perpetual futures
Exchanges API, Algo trading process, Single asset trading strategies, Position sizing, Open and exit algorithms, Transaction costs, Technical analysis indicators, Portfolio management
Deep learning models and ML based algorithmic trading, LLMs in Trading, Deep reinforcement learning agent in practice
Blockchains' ecosystems, Valuable crypto projects, Project evaluation, Altcoins and shitcoins, ICO, Airdrops, Crypto financial instruments, Leverage, Market volatility, Social media sentiment, Pump and dump, Crypto investing risks, Hardware wallet, Binance in practice, Uniswap in practice
TradFi to DeFi, CBDC, Coins, Stable coins, Coin minting, Staking, DEX, Synthetics, Lending protocols, Bridges, DAO
Peer to peer communication, Blockchain structure, Consensus mechanism, Digital signature, Decentralisation, Web3 application architecture, Single node components, Security & Scalability issues, Forks, Block explorers, Improvement proposals
Block, Transaction, Transaction models, Private and public key, Address, Fees, Wallet, Mining, Staking, Transaction finality, MEV, Anonymity vs Pseudonymity
Digital signature, Private and public key, Hash function, Merkle Tree, Elliptic curves cryptography, Schnorr signature, Zero knowledge proof, Base58 encoding
UTXO, Address types, Deterministic wallet, Fees, Mining, Halving, Proof of Work, Multisignature, Time locked transaction, Signature hash types, Bitcoin script, Lightning Network, RPC API
Account, EVM, Smart contract, Solidity, OpenZeppelin library, Oracle, ERC20 token, NFT, Proof of Stake, ETH 2 architecture, Flashbots MEV, Rollups, Layer 2 chain - Polygon, RPC API
Relay chain, Parachain, Collator, Nominator, Validator, Nominated Proof of Stake, XCM stack, Substrate frame pallets, Rust, RPC API