Author: Jacob Pieniazek
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Learn how to utilize DML for estimating individual level treatment effects to enable data-driven targeting
10 min read -
Learn how to utilize DML in causal inference tasks
20 min read -
Acquire a deep understanding of the inner workings of t-SNE via implementation from scratch in…
18 min read -
Learn how to apply optimization & econometric techniques to solve an applied profit maximization problem
20 min read -
Learn how to extend Newton’s Method to and solve constrained optimization problems
14 min read -
Learn the basics of Newton’s Method for multi-dimensional optimization
16 min read -
Acquire a robust understanding of logit model parameters beyond the canonical odds ratio interpretation
13 min read -
Understanding linear regression mechanics via the Frisch-Waugh-Lovell Theorem
12 min read