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helen ristov
Jul 11, 20224 min read
Driving Digital Transformation in Manufacturing.
The future of the automotive industry will be digital. In order to support new devices and other innovative products on vehicles, various...
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helen ristov
Jun 23, 20225 min read
A Guide to Choosing the Right Machine Learning Technique
Executives today find themselves facing new data challenges where complex forecasts and machine learning are no longer considered luxury...
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helen ristov
Dec 21, 20213 min read
Breaking the Mold
I’d like to take a moment of your time and tell you my life journey, and some of the crossroads in my life which shaped who I am today....
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helen ristov
Aug 27, 20214 min read
Ganime
The dawn of machine learning is upon us and we already find ourselves walking among humanoid robots. The exponential advancement in...
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helen ristov
Aug 10, 20213 min read
Fractal Patterns on Candlesticks
Candlestick charts pack data into time increments called bars to view what the trends were over that time frame. The candlestick itself...
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helen ristov
May 14, 20212 min read
Machine Learning Constructs
MLOPs: Architecting Machine Learning Systems to Detect Model Degradation Big Data processes and models often experience issues such as...
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helen ristov
Apr 23, 20212 min read
MPT with BTC
As cryptocurrency is reaching more adoption and utilization as a method of payment, some people are left wondering how to invest or...
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helen ristov
Apr 19, 20212 min read
So, what the hell is a futures contract?
In the world of finance, there are different types of investment vehicles including equities, futures, options, forwards and others. Most...
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helen ristov
Feb 24, 20214 min read
The Muxing Story
I. FOUNDATIONS The ideas for what would become Muxing Trading started bubbling in our minds around 2012. Having worked in Finance and...
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helen ristov
Sep 11, 20204 min read
Portfolio Market Making Strategy
The trading execution is based on portfolio risk minimization using principal components analysis on the existing asset classes in the...
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helen ristov
Aug 2, 20202 min read
Evaluation of Spending in Retirement
Historically, retirement planning is rooted in rational expectations theory. Assuming complete economic rationality, planners typically...
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helen ristov
Jul 20, 20201 min read
NLP Relevance Method for Key Word Extraction
An outline on how you can build a relevance model to target records of interest for NLP classification. I will describe some relevance...
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helen ristov
Jul 17, 20201 min read
Outlier and Anomaly Detection Methods
A short description on various different outlier detection methods for times-series data and their implementations. Z-Score Outlier...
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helen ristov
Feb 5, 20204 min read
LSTM Models on Spread Prices
Introduction We examine the techniques used for LSTM, i.e., long short term memory neural net models, and their applications to spread...
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helen ristov
Feb 5, 20201 min read
The Journey Begins
Thanks for joining me! Good company in a journey makes the way seem shorter. — Izaak Walton
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