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Statistics for Machine Learning for Investment Professionals

Descripción

One of the biggest changes in the past decade is the rapid adoption of machine learning, AI, and big data in investment decision making. This course introduces learners with knowledge of the investment industry to foundational statistical concepts underpinning machine learning as well as advanced AI techniques. This course demonstrates core modeling frameworks along with carefully selected real-world investment practice examples.

The course seeks to familiarize learners with two important programming languages — Python and R (no prior knowledge of Python or R necessary). The motivation is to demonstrate the elegance — and speed — simple programming brings to the investment decision-making process. The reading material in this course offers in-practice insights curated from the blogs of CFA Institute as well as other leading publications.Lee mas.

Este recurso es ofrecido por un socio afiliado. Si paga por la capacitación, podemos ganar una comisión para respaldar este sitio.

Relevancia profesional por rol de datos

Las técnicas y herramientas cubiertas en Statistics for Machine Learning for Investment Professionals son muy similares a los requisitos que se encuentran en los anuncios de trabajo de Científico de datos.

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Secuencia de aprendizaje

Statistics for Machine Learning for Investment Professionals is a part of uno structured learning path.