Machine Learning and Reinforcement Learning in Finance 專項課程

開始日期 Aug 13

Machine Learning and Reinforcement Learning in Finance 專項課程

Reinforce Your Career: Machine Learning in Finance。 Extend your expertise of algorithms and tools needed to predict financial markets.

本專項課程介紹

The main goal of this specialization is to provide the knowledge and practical skills necessary to develop a strong foundation on core paradigms and algorithms of machine learning (ML), with a particular focus on applications of ML to various practical problems in Finance. The specialization aims at helping students to be able to solve practical ML-amenable problems that they may encounter in real life that include: (1) mapping the problem on a general landscape of available ML methods, (2) choosing particular ML approach(es) that would be most appropriate for resolving the problem, and (3) successfully implementing a solution, and assessing its performance. The specialization 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. The modules can also be taken individually to improve relevant skills in a particular area of applications of ML to finance.

製作方:

courses
4 courses

按照建議的順序或選擇您自己的順序。

projects
項目

旨在幫助您實踐和應用所學到的技能。

certificates
證書

在您的簡歷和領英中展示您的新技能。

項目概覽

課程
Intermediate Specialization.
Some related experience required.
  1. 第 1 門課程

    Guided Tour of Machine Learning in Finance

    當前班次:Aug 13
    字幕
    English

    課程概述

    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 c
  2. 第 2 門課程

    Fundamentals of Machine Learning in Finance

    計劃開課班次:Aug 27
    字幕
    English

    課程概述

    The course aims at helping students to be able to solve practical ML-amenable problems that they may encounter in real life that include: (1) understanding where the problem one faces lands on a general landscape of available ML methods, (2) understanding
  3. 第 3 門課程

    Reinforcement Learning in Finance

    當前班次:Aug 13
    字幕
    English

    課程概述

    This course aims at introducing the fundamental concepts of Reinforcement Learning (RL), and develop use cases for applications of RL for option valuation, trading, and asset management. Prerequisites are the courses "Guided Tour of Machine Learning in Fin
  4. 第 4 門課程

    Overview of Advanced Methods of Reinforcement Learning in Finance

    計劃開課班次:Aug 20
    字幕
    English

    課程概述

    In the last course of our specialization, Overview of Advanced Methods of Reinforcement Learning in Finance, we will take a deeper look into topics discussed in our third course, Reinforcement Learning in Finance. In particular, we will talk about

製作方

  • New York University Tandon School of Engineering

    New York University strives to be a quality international center of scholarship, teaching and research. As one of the nation's most respected institutions, NYU Tandon School of Engineering aligns with this mission.

    Tandon offers comprehensive courses in engineering, applied science and technology. Each course is rooted in a tradition of invention and entrepreneurship.

  • Igor Halperin

    Igor Halperin

FAQs