CQF Exam3 June 2019 Cohort Released today. Deadline for submission is 19th November 2019 Without Extension. Also CQF Final Projects will be releasing on 18th November and Submission Deadline is 13th January 2020. No further Extension on Final Projects by CQF. Interested Delegates Order online today for Solutions Guide Exam 3 and Final Projects will get a good discount facility. Pl do Whats App at +91 8697669523 or Give us a call at +91 9830552467
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The Big Challenge in Machine Learning:
Machine Learning (ML) is one of the hottest buzz words these days and has some really fancy applications across industries. However, there is a significant impedance in the acceptance of ML models in regulated industries, mainly financial services and pharma. This is primarily driven by the lack of adequate explainability of ML models, both from the top leadership and the regulatory perspective.
BlackRock (the world’s largest asset manager with ~6.5 trillion dollars asset under management) spent multi-million dollars to develop really powerful neural-network-based liquidity models that significantly outperformed the traditional liquidity models. The firm, however, had to shelve those as the developers weren’t able to satisfactorily explain their working to the top leadership.
ML explainability is an area of research that is gaining a lot of traction. The key objective herein is to make the ML models more transparent, fair, ethical, and accountable, and thus more acceptable.
For those interested in exploring this high-demand area, I’ve attached a paper that I read a year back. Thought to share as it provides a nice overview of ML explainability and is good enough to give a jump-start on the topic. www.mlinstitute.org
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The next cohort is October 2019 and followed by April 2020.
Quantitative finance is moving into a new era. Traditional quant skills are no longer adequate to deal with the latest challenges in finance. The Machine Learning Institute Certificate offers candidates the chance to upgrade their skill set by combining academic rigour with practical industry insight.
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This course has been designed to empower individuals who work in or are seeking a career in machine learning in finance. Throughout our unique MLI programme, candidates work with hands-on assignments designed to illustrate the algorithms studied and to experience first-hand the practical challenges involved in the design and successful implementation of machine learning models. The MLI is a career-enhancing professional qualification, that can be taken worldwide.
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Under the domain of Artificial intelligence, Machine Learning Institute (MLI) is offering
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The efforts at MLI remains focussed in resolving the limited ways of handling statistical
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Introducing The Machine Learning Institute Certificate in Finance (MLI) Welcome to The Machine Learning Institute Certificate in Finance (MLI). The MLI comprises of 2 levels, 6 modules, 25 lecture weeks, lab assignments, a practical final project and a final sit down 3 hour examination using our global network of examination centres.
Quantitative fnance is moving into
a new era. Traditional quant skills
are no longer adequate to deal with
the latest challenges in fnance.
The Machine Learning Institute
Certifcate oﬀers candidates the
chance to upgrade their skill set
by combining academic rigour
with practical industry insight.
This course has been designed to empower individuals
who work in or are seeking a career in machine learning
in fnance. Throughout our unique MLI programme,
candidates work with hands-on assignments designed to
illustrate the algorithms studied and to experience frsthand the practical challenges involved in the design and
successful implementation of machine learning models.
The MLI is a career-enhancing professional qualifcation,
that can be taken worldwide.
Pl do visit our Facebook Page in Machine Learning : https://www.facebook.com/findtuto/?modal=admin_todo_tour
Pl do visit Our Linkedin Page : https://www.linkedin.com/in/mahesh-sarkar-mba-cqf-ca-cfa-usa-6919367b/
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