Guided Tour of Machine Learning in Finance (Coursera)

Guided Tour of Machine Learning in Finance (Coursera)

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Descripción de “Guided Tour of Machine Learning in Finance (Coursera)”

This course aims at providing an introductory and broad overview of the field of ML with the focus on applications on Finance. Supervised Machine Learning methods are used in the capstone project to predict bank closures. Simultaneously, while this course can be taken as a separate course, it serves as a preview of topics that are covered in more details in subsequent modules of the specialization Machine Learning and Reinforcement Learning in Finance.

The goal of Guided Tour of Machine Learning in Finance is to get a sense of what Machine Learning is, what it is for and in how many different financial problems it can be applied to.

The course is designed for three categories of students:

Practitioners working at financial institutions such as banks, asset management firms or hedge funds

Individuals interested in applications of ML for personal day trading

Current full-time students pursuing a degree in Finance, Statistics, Computer Science, Mathematics, Physics, Engineering or other related disciplines who want to learn about practical applications of ML in Finance

Experience with Python (including numpy, pandas, and IPython/Jupyter notebooks), linear algebra, basic probability theory and basic calculus is necessary to complete assignments in this course.

Course 1 of 4 in the Machine Learning and Reinforcement Learning in Finance Specialization.

Syllabus

WEEK 1: Artificial Intelligence & Machine Learning

WEEK 2: Mathematical Foundations of Machine Learning

WEEK 3: Introduction to Supervised Learning

WEEK 4: Supervised Learning in Finance

Especificaciones: Guided Tour of Machine Learning in Finance (Coursera)

Curso ofrecido por
Disponibilidad

✔ Disponible

Plataforma

Universidad

Impartido por

Igor Halperin

País

Denmark

Nivel, duración y fechas
Nivel

Intermedio

Fecha

04/05/2020

Duración

4 semanas

Tiempo necesario

6 horas/semana

Idioma del curso
Idioma vehicular

Inglés

Subtítulos

Inglés

Exámenes y Certificados
Certificados

Certificado de Pago

Exámenes/Proyectos

Con Examen/Proyecto Final de pago

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Guided Tour of Machine Learning in Finance (Coursera)
Guided Tour of Machine Learning in Finance (Coursera)

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