Math, Data Science, and Machine Learning
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Math, Data Science, and Machine Learning

Math, Data Science, and Machine Learning

J. RAE CHIPERA

J. RAE CHIPERAJ. RAE CHIPERAJ. RAE CHIPERA

An American mathematician and data scientist solving novel and complex data science problems for 10+ years

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505-226-2405

  • Home
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  • Math Help
  • Contact

Rae Chipera is an American data scientist, mathematician, researcher, and Iraq War veteran with more than 10 years of experience using novel techniques to solve complex data science problems in business, finance, and the Global War on Terrorism.


Her current work is focused in the realm of financial algorithms as well as research in the minerals and mining financial space. She helps clients with optimization, forecasting, pattern recognition, and noise reduction. She is also an expert in derivative securities, specifically options spreads and algorithms related to implied volatility. Aided by decision trees, classification and dimension reduction algorithms, recommendation systems and just plain old math, she was able to avoid financial fund drawdown during the Covid pandemic.


You can see some of her work below.


Want to collaborate? Contact Rae today.

MATH AND DATA SCIENCE PORTFOLIO

Here you will find a nice sample of some of my math and data science work in the form of downloadable PDF's. Enjoy!

CODE FILE for MIT - Employee Attrition Predictor (Decision Trees, Random Forest, XG-Boost) (pdf)Download
CODE FILE for MIT - Celestial Object (Quasar) Detector (K-Nearest Neighbors and Decison Trees) (pdf)Download
CODE FILE for MIT - Marketing Campaign Customer Segmentation (K-Means Clustering) (pdf)Download
CODE FILE for NCU - A Survey of US Census Employment Data (Dimensionality Reduction and Clustering) (pdf)Download
PAPER: The Futures Contract that Broke Math (pdf)Download
PAPER: Testing Sales Data and Predictability of Stock Moves: A Wavelet Transform Experiment (pdf)Download
PAPER: Black Scholes Options Pricing Model - Derivation with Commentary (pdf)Download
PAPER: An Analysis of Covid Measures of Spread (pdf)Download
PAPER: An Evaluation of 2020 Census Data (pdf)Download
PRESENTATION: Process and Rationale of Exploratory Analytical Methods (pdf)Download

Machine learning & code hELP

Machine Learning Cheat Sheets (pdf)Download
Gradient Descent Optimization Algorithm for Python (pdf)Download
Wavelet Transform for Python (pdf)Download
Physics for Machine Learning (pdf)Download

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