Courses

The Fintech Omnibus: Theory and Practice in Python, R and Excel


Description

This course lies at the intersection of four areas: math, finance, computer science, and business. Over this enormous course, you’ll cover risk modeling, factor analysis, numerical optimization, and linear and logistic regression by looking at real financial models and examples.

  • Access 130 lectures & 14.5 hours of content 24/7
  • Model risk using covariance matrices & historical returns
  • Calculate Value-at-Risk & understand the implications, strengths, & weaknesses of this approach
  • Understand principal components, Eigen values, Eigen vectors, & Eigenvalue decomposition
  • Apply PCA to explain the returns of a tech stock like Apple
  • Understand the classic linear programming problem setup & the primal & dual problems
  • Explore the method of least squares
  • Implement multiple regression in Excel, R, & Python
  • Discover applications of logistic regression, as well as the link to linear regression & machine learning

Loonycorn is comprised of two individuals—Janani Ravi and Vitthal Srinivasan—who have honed their respective tech expertise at Google and Flipkart. The duo graduated from Stanford University and believes it has distilled the instruction of complicated tech concepts into funny, practical, engaging courses, and is excited to be sharing its content with eager students.

All products featured here are selected by Gadgeteur team. If you buy something, Gadgeteur may earn an affiliate commission. Some offers are only valid for U.S.A. country. Some applications or software may be available internationally but in some cases are developed only in English Language and all the prices are shown in USD. Is responsibility of the buyer to assure the right price, taxes, shipping and language available.

Todos los productos presentados aquí son seleccionados por el equipo de Gadgeteur. Si compras algo, Gadgeteur puede ganar una comisión de afiliado. Algunas ofertas solo son válidas para el país de EE. UU. Algunas aplicaciones o software pueden estar disponibles internacionalmente, pero en algunos casos se desarrollan solo en inglés y todos los precios se muestran en USD. Es responsabilidad del comprador asegurar el precio correcto, los impuestos, el envío y el idioma disponible.

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