Rutgers Classifieds>Rutgers Online Courses>Guided Tour of Machine Learning in Finance

Guided Tour of Machine Learning in Finance

About this Course

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.

Created by: New York University


Related Online Courses

This specialization covers common topics in intermediate grammar, such as perfect verb tenses and adjective clauses. It will also cover \"tricky English\" grammar topics that learners of English... more
Embark on an immersive exploration of the Python programming realm with the \"Dive Deep into Python\" course. Designed meticulously, this program will pave the way from a foundational understanding... more
This project allows you to create Brainstorming diagrams with Creately. You will discover Creately, an online platform that helps you build various diagrams. You will understand the different... more
Gemini for Google Workspace is an add-on that provides customers with generative AI features in Google Workspace. In this mini-course, you learn about the key features of Gemini and how they can be... more
The course will teach you the competencies and essential skills required to pass the American Society for Quality (ASQ) Certified Six Sigma Green Belt (CSSGB) exam. This course focuses specifically... more

CONTINUE SEARCH

FOLLOW COLLEGE PARENT CENTRAL