The Python Quants Certificate Program

 

Certificate Programs in Python for Asset Management, Algorithmic Trading & Computational Finance

16 Weeks Sample Study Plan

W Asset Management Algorithmic Trading Computational Finance Tools & Skills Financial Data Science AI in Finance (Book) Optional Live Sessions
1 Finance with Python 01, 02Finance with Python Chs 01-03 Tools & Skills 01 (Python Environments) Data Types & Data Structures 01Python for FinanceChs 01-02 AI in Finance 01plus Ch 01 AI in Finance 01(see AI in Finance class)PyExcel 01 Introduction & Overview (05.09.22)    
2 Finance with Python 03, 04Finance with Python Ch 04 Tools & Skills 02 (Docker Usage, Jupyter) Data Types & Data Structures 02Python for FinanceCh 03 AI in Finance 02plus Ch 02 AI in Finance 02PyExcel 02 tba    
3 Finance with Python 05, 06Finance with Python Chs 05-06 Tools & Skills 03 (Cloud Usage, Jupyter) Numerical Computing with NumPyPython for FinanceCh 04 AI in Finance 03plus Ch 03 AI in Finance 03PyExcel 03OOP 01 tba    
4 Python for Asset Management 01Python for Asset Management 02 Vectorized BacktestingPyAlgo Chs 01-04 Market Based ValuationDX Quick StartDAWP Chs 01-03 Tools & Skills 01 Special (IPy) Tools & Skills 02 Special (xonsh) Data Analysis with pandasPython for FinanceCh 05 AI in Finance 04plus Ch 04 AI in Finance 04RL for Finance 01PyExcel 04OOP 02 tba
5 Python for Asset Management 03Python for Asset Management 04 Predicting Market MovementsPyAlgo Ch 05 Complete Market Models DX Frame & SimulationDAWP Ch 05 Tools & Skills 04(Vim Code Editor) Object Oriented ProgrammingPython for FinanceCh 06 AI in Finance 05 plus Ch 05 AI in Finance 05RL for Finance 02PYDB 01OOP 03 tba
6 Python for Asset Management 05Python for Asset Management 06 Event-based BacktestingPyAlgo Ch 06 Risk-Neutral ValuationDX European ValuationDAWP Ch 04LVVD 01 Tools & Skills 05(Screen + Vim + q) Visualization &Financial Time SeriesPython for FinanceChs 07-08 AI in Finance 06 plus Ch 06 AI in Finance 06RL for Finance 03PYDB 02 tba
7 Python for Asset Management 07Python for Asset Management 08 Real-Time Data Handling & VizPyAlgo Ch 07 Fourier PricingDX Fourier PricingDAWP Ch 06LVVD 02 Tools & Skills 06(Doctest & Unittest) Input-Output OperationsPython for FinanceCh 09 AI in Finance 07 plus Ch 07 AI in Finance 07RL for Finance 04PYDB 03 tba
8 Python for Asset Management 09Python for Asset Management 10 Oanda Trading PlatformPyAlgo Ch 08 American OptionsDX American ValuationDAWP Chs 07-08LVVD 03 Tools & Skills 07(Git Version Control) Performance PythonPython for FinanceCh 10 AI in Finance 08 plus Ch 08 AI in Finance 08RL for Finance 05PYDB 04 tba
9 Python for Asset Management 11Python for Asset Management 12 FXCM Trading PlatformPyAlgo Ch 09OANDA MC 01 General MarketModel & MCSDX Multi-Risk DerivativesDAWP Ch 09LVVD 04 Tools & Skills 08(Python Packaging) Math Tools & StochasticsPython for FinanceChs 11-12 AI in Finance 09 plus Ch 09 AI in Finance 09RL for Finance 06PYDB 05 tba
10 Python for Asset Management 13Python for Asset Management 14 IBKR Trading PlatformPyAlgo Ch 10OANDA MC 02 Monte Carlo SimulationDAWP Ch 10LVVD 05 Tools & Skills 09(Documentation) Statistics | Dates & TimesPython for FinanceCh 13 & App AI in Finance 10 plus Ch 10 AI in Finance 10RL for Finance 07PYDB 06 tba
11 Python for Asset Management 15Python for Asset Management 16 Gemini Trading PlatformPyAlgo Ch 11OANDA MC 03 CalibrationDX Implied Vol & CalibrationDAWP Ch 11LVVD 06 Tools & Skills 10(Code Hosting/ Case) Machine Learning BasicsPython for FinancesCh 13 AI in Finance 11 plus Ch 11 AI in Finance 11RL for Finance 08NLP 01 tba
12 Python for Asset Management 17 Review & AutomationPyAlgo Ch 12OANDA MC 04OANDA MC 05 Valuation & HedgingDX Complex PortfoliosDAWP Chs 12-13 Tools & Skills 03 Special (Sublime) - AI in Finance 12 plus Chs 12-14 AI in Finance 12NLP 02 tba

PLUS 4 WEEKS PRECTICE & STUDY PHASE