Welcome to Preptide
Data Science
Machine learning algorithms, statistics, optimization, and neural networks with mathematical rigor.
Key Topics:
Statistics & ProbabilityML AlgorithmsNeural NetworksOptimization
Quantitative Trading
Probability theory, stochastic calculus, and mathematical foundations for quantitative finance.
Key Topics:
Stochastic CalculusProbability TheoryExpected ValuesLimit Theorems
Software Engineering
Data structures, algorithms, dynamic programming, and system design fundamentals.
Key Topics:
Data StructuresGraph AlgorithmsDynamic ProgrammingSystem Design