This repository is a hub for a wide variety of code-based instructional resources.
To use this project, first clone the repo on your device using the commands below:
git init
git clone https://github.com/support-vector-dynamics/documentation.git
Leonid Shpaner, whose work can be further explored at LeonShpaner.com, is a seasoned data scientist with over a decade of experience in analytics. He currently applies his expertise in the healthcare sector, crafting machine learning algorithms to predict critical health conditions. Concurrently, Leon is an adjunct professor and lecturer at several institutions, including Cornell University, where he specializes in data analytics and statistics.
His substantial contributions to the healthcare field include the development of machine learning algorithms for predicting mortality in the Intensive Care Units (ICU) and pioneering machine learning models that predict end-stage kidney disease. These advanced predictive algorithms showcase his proficiency and dedication to utilizing data to tackle healthcare challenges.
Beyond healthcare, Leon’s versatile analytics skills have proven crucial across various industries such as financial services, education, and personal development. His work offers vital insights into corporate risk assessments, sales forecasts, and growth predictions, empowering businesses to make informed, data-driven decisions.
Renowned for his deep understanding of analytics and his ability to break down complex statistical concepts for his students, Leon is a respected figure in both the professional and academic domains.
Dallin Munger is a Data Analyst at Snap Finance and a Freelance Data Scientist. He has experience working on projects related to deep learning, time series forecasting, and predictive analytics. He is an instructor for the Statistics in Python course for the University of San Diego’s M.S. Applied Artificial Intelligence program.
| Documentation | Description |
|---|---|
| R + RStudio Installation | This document explains how to access and download the installation files for the R programming language and RStudio Integrated Development Environment (IDE) |
| Python Installation | This document explains how to access and download the installation file for the Python programming language from the Anaconda Distribution. |
| Dataset | Description |
|---|---|
| San Diego Real Estate Data | Sample Real Estate data from Redfin for San Diego County (updated September 2022) |
| Car Price Prediction | has data related car sales |
| NYC Temperature | contains data related to weather in NYC |
Copyright (c) 2023, Leonid Shpaner and Dallin Munger.
All source code and software in this repository are made available under the terms of the MIT license.
Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
Thank you Dr. Tarshizi for your guidance and mentorship. Moreover, thank you to everyone involved as contributors to this repository.