1. Introduction to financial products, markets and institutions
1.1 Financial markets and institutions
1.2 Principal markets and indices
1.3 Financial services for retail costumers, corporate clients and investment banks
1.4 Fixed Income
1.5 Equity
1.6 Foreign Exchange
1.7 Derivatives
1.8 Regulation
2. Market structure
2.1. Macrostructure
2.1.1 Auctions
2.1.2 Order books, types of orders, OTC trading
2.1.3 Market making
2.1.4 Low latency trading and high frequency trading
2.2 Microstructure
2.2.1 Limited order books
2.2.2 Empirical analysis of financial data: returns, price correlations, volatility, intraday liquidity
2.2.3 Market Impact
3. Algorithmic trading
3.1 Introduction to trading
3.2 Data sources
3.3 Trading strategies
3.4 Backtesting
4. Roboadvisors
4.1 Introduction to roboadvisors
4.2 Roboadvisors platforms
4.3 Regulation
5. Sentiment analysis
5.1 Introduction to Natural Language Processing
5.2 Applications of sentiment analysis in finance
6. Analysis of Market Regimes with artificial intelligence
6.1 Introduction to machine learning for time series
6.2 Hidden Markov Models
6.3 Characterization of market regimes with Hidden Markov Models
7. Portfolio management
7.1 Introduction to investing portfolios
7.2 Portfolio configuration
7.3 Portfolio management with machine learning
