About this Professional Certificate
Competitive organizations need teams who can leverage massive and complex datasets, deriving insights that are strategic and actionable. In the financial sector, machine learning has emerged as one of the most critical tools for decision-making. Whether it’s streamlining operations, informing investment decisions, or assessing risk, finance professionals with machine learning skills that improve decision making will have a discernible competitive advantage.
In this professional certificate program, you will learn the key skills for constructing machine learning models, and using data to inform decisions. Whether you are a trader, financial analyst or programmer; whether your focus is on portfolio management or quantitative analytics, you will acquire the skills to apply both Classical Machine Learning and Neural Network/Deep Learning solutions to problems in finance. As important: you will learn a systematic approach to problem solving through data analysis, increasing your value in the emerging data-driven world. Combined with both theory and practical advice, you will be well positioned for solving the supervised and unsupervised learning tasks that will be critically important to all organizations.
The urgent demand for machine learning in finance is only going to grow. But the skills you will develop in this program are key to decision making in many other domains as well. Having these skills will enhance your value in many industries and will be invaluable to your career.
What you'll learn
- Develop a strong understanding of common applications of machine learning in finance
- Learn how to successfully use Classical Machine Learning techniques like Regression and Classification
- Identify neural networks and deep learning techniques and architectures and their applications in finance
- Build a deeper understanding of supervised learning (regression and classification) and unsupervised learning, and the appropriate applications of both
- Construct machine learning models to solve practical problems in finance
From | NYUx, New York University via edX |
---|---|
Hours | 70 |
Instructor | Ken Perry |
Language | English |
Subjects | Programming Data Science Business |
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Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).
Research Scientist-Machine Learning $55k
Cloud Architect - Azure / Machine Learning $75k
Watson Machine Learning Engineer $81k
Machine Learning Software Developer $103k
Software Engineer (Machine Learning) $116k
Applied Scientist, Machine Learning $130k
Autonomy and Machine Learning Solutions Architect $131k
Applied Scientist - Machine Learning -... $136k
RESEARCH SCIENTIST (MACHINE LEARNING) $147k
Machine Learning Engineer 2 $161k
Machine Learning Scientist Manager $170k
Machine Learning Scientist, Personalization $213k
Courses in this Professional Certificate
Listed in the order in which they should be taken
Starts | Course Information | |
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On Demand |
Classical Machine Learning for Financial Engineering Classical Machine Learning refers to well established techniques by which one makes inferences from data. This course will introduce a systematic approach (the “Recipe for Machine... edX | NYUx, New York University |
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On Demand |
Deep Learning and Neural Networks for Financial Engineering Deep Learning ventures into territory associated with Artificial Intelligence. This course will demonstrate how neural networks can improve practice in various disciplines, with... edX | NYUx, New York University |
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From | NYUx, New York University via edX |
---|---|
Hours | 70 |
Instructor | Ken Perry |
Language | English |
Subjects | Programming Data Science Business |
Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).
Research Scientist-Machine Learning $55k
Cloud Architect - Azure / Machine Learning $75k
Watson Machine Learning Engineer $81k
Machine Learning Software Developer $103k
Software Engineer (Machine Learning) $116k
Applied Scientist, Machine Learning $130k
Autonomy and Machine Learning Solutions Architect $131k
Applied Scientist - Machine Learning -... $136k
RESEARCH SCIENTIST (MACHINE LEARNING) $147k
Machine Learning Engineer 2 $161k
Machine Learning Scientist Manager $170k
Machine Learning Scientist, Personalization $213k
Similar Courses
Sorted by relevance