Make the data prove it.

Quantitative Methods, Financial Data & Programming.

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11FAMILIES
120PAGES
8CAREERS USE IT

From probability to a backtest you can rerun.

Probability

Probability in FinanceProbability Distributions
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Statistics and Inference

Population and SampleMean, Median and Mode
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FITDATA

Correlation and Regression

RegressionCorrelation and Causation
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PRICEMOVING AVG

Time Series

Time Series in FinanceMoving Averages Compared
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PATHS

Simulation and Numerical Methods

Monte Carlo SimulationHow to Run a Monte Carlo Simulation Responsibly
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OPTIMUM

Optimisation

Local and Global OptimaConstraints
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Modelling Practice

Linear, Logistic, Ridge and Lasso ComparedTraining, Validation and Test Sets
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BACKTESTLIVE

Backtesting and Research Integrity

BacktestingBacktest vs Live Performance
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NULLS ✓DUPES ✓SPLITS ✓TIMESTAMPS ✓SURVIVORSHIP !

Data Quality and Structure

Data QualitySelection and Survivorship Bias
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APIPIPELINEDATASET

Programming for Finance

Data PipelinesAPIs for Financial Data
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HYPOTHESISTESTREPRODUCE

Quantitative Research

Research DesignReproducibility
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Pick your career. See what it needs from here.

ProbabilityStatistics and InferenceSUPPORTCorrelation and RegressionSUPPORTTime SeriesSimulation and Numerical MethodsOptimisationModelling PracticeSUPPORTBacktesting and Research IntegrityData Quality and StructureSUPPORTProgramming for FinanceQuantitative Research
THIS CAREER NEEDSEquity Research Analyst
0CORE4SUPPORT0BACKGROUND
See the bootcamp

Read it here. Do it there.

BOOTCAMPQuant AnalystData, models and a backtest. On real market data.INTERNSHIP CERT.RECOMMENDATIONSee the curriculum
FREE COURSESRegression for FinanceHypothesis TestingBacktesting a Strategy