Topic: classification algorithms and basics of Python for model comparison and prediction
Content: data preparation, supervised machine learning, k-nearest neighbor, decision trees, random forest, neural network
Topic: course in game theory
Content: games with perfect and imperfect information, dominance, Nash equilibrium (pure and mixed strategies), subgame perfect equilibrium
Topic: course in market finance
Content: bonds and shares evaluation, evaluation of portfiolio risk
Textbook: Mankiw, G.N. (1991 [2015]); Blanchard, O. and D. Cohen (2002 [2017])
Content: Keynesian economics, Okun’s law, consumption, saving, investment, the multiplier model
Topic: the Foreign Exchange Market
Content: exchange rates, currency quotes, bid-ask prices, cross-rates, spot and forward, triangular arbitrage
Textbook: Krugman, Obsfeld and Melitz (1998 [2010])
Content: comparative advantage, Heckscher-Ohlin model, monopolistic competition
Topic: introduction to the role of banks in financial markets
Content: derivatives, technical analysis, moral hazard and adverse selection, cryptocurrencies
Textbook: Core Econ
Content: wealth, growth, unemployment, inflation, inequalities, methodology and writing
Topic: course in game theory
Content: expected utility theory, Nash equilibrium (pure and mixed strategies), correlated equilibrium, subgame perfect equilibrium
Textbook: Guerrien and Parel (1998)
Content: consumer theory, producer theory, general equilibrium
Topic: course in macroeconomics with a focus on economic policy
Content: Tinbergen model, ISLM model, monetary and fiscal policies
Topic: tutoring of first-year Bachelor students with troubles in mathematics
Content: sets, logic and demonstration, intervals and absolut value, polynomials, equations and inequations, numerical sequences and limits of sequences