helen ristov
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, 2022
- 5 min
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 22, 2021
- 3 min
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, 2021
- 4 min
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 11, 2021
- 3 min
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, 2021
- 2 min
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, 2021
- 2 min
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, 2021
- 2 min
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, 2021
- 4 min
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, 2020
- 4 min
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, 2020
- 2 min
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, 2020
- 1 min
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, 2020
- 1 min
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, 2020
- 4 min
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, 2020
- 1 min
The Journey Begins
Thanks for joining me! Good company in a journey makes the way seem shorter. — Izaak Walton
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