About this Specialization
This 3-course Specialization from Google Cloud and New York Institute of Finance (NYIF) is for finance professionals, including but not limited to hedge fund traders, analysts, day traders, those involved in investment management or portfolio management, and anyone interested in gaining greater knowledge of how to construct effective trading strategies using Machine Learning (ML) and Python. Alternatively, this program can be for Machine Learning professionals who seek to apply their craft to quantitative trading strategies. By the end of the Specialization, you'll understand how to use the capabilities of Google Cloud to develop and deploy serverless, scalable, deep learning, and reinforcement learning models to create trading strategies that can update and train themselves. As a challenge, you're invited to apply the concepts of Reinforcement Learning to use cases in Trading. This program is intended for those who have an understanding of the foundations of Machine Learning at an intermediate level. To successfully complete the exercises within the program, you should have advanced competency in Python programming and familiarity with pertinent libraries for Machine Learning, such as Scikit-Learn, StatsModels, and Pandas; a solid background in ML and statistics (including regression, classification, and basic statistical concepts) and basic knowledge of financial markets (equities, bonds, derivatives, market structure, and hedging). Experience with SQL is recommended.
From | New York Institute of Finance, Google Cloud via Coursera |
---|---|
Hours | 63 |
Instructors | Jack Farmer, Ram Seshadri |
Language | English |
Subjects | Data Science Business Programming |
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Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).
Mathematics Tutor and Strategies Councelor $37k
Head of Metadata Strategies $50k
Trading 2 $53k
Channel Strategies Analyst $62k
Senior Clinical Strategies Writer $76k
Research Analyst- Hedged Strategies $78k
Program Manager (Intelligence Strategies) $81k
Analyst, Research and Strategies $83k
Supply Chain Strategies Analyst 2 $86k
Project Manager, Digital Strategies $115k
Analyst - Valuation and Risk Strategies $133k
Manager Product Strategies $147k
Courses in this Specialization
Listed in the order in which they should be taken
Starts | Course Information | |
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Jul |
Introduction to Trading, Machine Learning & GCP (You were viewing this course) In this course, you’ll learn about the fundamentals of trading, including the concept of trend, returns, stop-loss, and volatility. You will learn how to identify the profit... Coursera | Google Cloud, New York Institute of Finance |
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Jun |
Using Machine Learning in Trading and Finance This course provides the foundation for developing advanced trading strategies using machine learning techniques. In this course, you’ll review the key components that are common... Coursera | New York Institute of Finance, Google Cloud |
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Jul |
Reinforcement Learning for Trading Strategies In the final course from the Machine Learning for Trading specialization, you will be introduced to reinforcement learning (RL) and the benefits of using reinforcement learning in... Coursera | New York Institute of Finance, Google Cloud |
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From | New York Institute of Finance, Google Cloud via Coursera |
---|---|
Hours | 63 |
Instructors | Jack Farmer, Ram Seshadri |
Language | English |
Subjects | Data Science Business Programming |
Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).
Mathematics Tutor and Strategies Councelor $37k
Head of Metadata Strategies $50k
Trading 2 $53k
Channel Strategies Analyst $62k
Senior Clinical Strategies Writer $76k
Research Analyst- Hedged Strategies $78k
Program Manager (Intelligence Strategies) $81k
Analyst, Research and Strategies $83k
Supply Chain Strategies Analyst 2 $86k
Project Manager, Digital Strategies $115k
Analyst - Valuation and Risk Strategies $133k
Manager Product Strategies $147k
Similar Courses
Sorted by relevance