About this Specialization
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.
| From | New York University Tandon School of Engineering, New York University via Coursera |
|---|---|
| Hours | 80 |
| Instructor | Igor Halperin |
| Language | English |
| Subjects | Programming Data Science |
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CRES Mortgage Banker - Brea / LA Main, CA $27k
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8Th Grade Goal Clarity Coach $40k
Medical Laboratory Scientist Main Campus PT Evenings $42k
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C 5 MAIN 5 NORTH RN $52k
High School Goal Clarity Coach $52k
main/driver $52k
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Courses in this Specialization
Listed in the order in which they should be taken
| Starts | Course Information | |
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Jul |
Guided Tour of Machine Learning in Finance 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... Coursera | New York University Tandon School of Engineering, New York University |
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Jun |
Fundamentals of Machine Learning in Finance (You were viewing this course) 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... Coursera | New York University Tandon School of Engineering, New York University |
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Jul |
Reinforcement Learning in Finance 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... Coursera | New York University Tandon School of Engineering, New York University |
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Jul |
Overview of Advanced Methods of Reinforcement Learning in Finance 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,... Coursera | New York University Tandon School of Engineering, New York University |
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| From | New York University Tandon School of Engineering, New York University via Coursera |
|---|---|
| Hours | 80 |
| Instructor | Igor Halperin |
| Language | English |
| Subjects | Programming Data Science |
Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).
CRES Mortgage Banker - Brea / LA Main, CA $27k
Main Campus Admissions Representative $32k
8Th Grade Goal Clarity Coach $40k
Medical Laboratory Scientist Main Campus PT Evenings $42k
Dealer Registration Main Office Clerk $42k
C 5 MAIN 5 NORTH RN $52k
High School Goal Clarity Coach $52k
main/driver $52k
RN -Main OR- Mercy Medical Center PRN (Varied) **EXPERIENCE REQUIRED $58k
State Coordinator, Illinois Main Street Program $59k
RN u2013 Main PACU and Womenu2019s Surgical Services PACU Manager $137k
Senior Product Manager - Beverage / Snack / Main Meals $156k
Similar Courses
Sorted by relevance
