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Darrell Hall

Darrell Hall

Certified

CEO/Consultant

EDM Health Services, LLC | Toledo, Ohio US

Technologies

My Portfolio Highlights

My New Certification

Professional Data Scientist

My New Project

ASL Recognition with Deep Learning

My New Project

Naïve Bees: Deep Learning with Images

Data advocate, championing the power of information for positive change. We can save our world and live longer,...while learning to live without violence and war. By, working on it today and everyday.

My Work

Take a look at my latest work.

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Exploring the History of Lego

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Exploring the Evolution of Linux

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Investigating Netflix Movies and Guest Stars in The Office

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Intermediate Predictive Analytics in Python

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Dimensionality Reduction in Python

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Recreating John Snow's Ghost Map

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Software Engineering Principles in Python

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Bad Passwords and the NIST Guidelines

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PostgreSQL Summary Stats and Window Functions

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The Hottest Topics in Machine Learning

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The GitHub History of the Scala Language

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Visualizing Inequalities in Life Expectancy

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Introduction to AWS Boto in Python

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Scout your Athletics Fantasy Team

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Exploratory Data Analysis in R

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Mobile Games A/B Testing with Cookie Cats

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Credit Risk Modeling in Python

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Introduction to Scala

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Dr. Semmelweis and the Discovery of Handwashing

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Who Is Drunk and When in Ames, Iowa?

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Predicting CTR with Machine Learning in Python

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Understanding Data Science

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Scalable Data Processing in R

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Streaming Data with AWS Kinesis and Lambda

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Introduction to Power BI

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A New Era of Data Analysis in Baseball

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Case Study: School Budgeting with Machine Learning in Python

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Introduction to Regression with statsmodels in Python

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AWS Cloud Concepts

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Introduction to Julia

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GitHub Concepts

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Sleep Health and Lifestyle

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Introduction to ChatGPT

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Working with the OpenAI API

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Naïve Bees: Image Loading and Processing

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Word Frequency in Classic Novels

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Sloth or Pastry? Using PyTorch and Deep Learning for Image Classification

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Generating Keywords for Google Ads

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Naïve Bees: Predict Species from Images

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A Visual History of Nobel Prize Winners

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What Your Heart Rate Is Telling You

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Explore 538's Halloween Candy Rankings

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Reducing Traffic Mortality in the USA

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Who's Tweeting? Trump or Trudeau?

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Where Would You Open a Chipotle?

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Do Left-handed People Really Die Young?

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Drunken Datetimes in Ames, Iowa

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Predict Taxi Fares with Random Forests

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ASL Recognition with Deep Learning

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A Text Analysis of Trump's Tweets

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Introduction to Version Control with Git

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Clustering Heart Disease Patient Data

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Naïve Bees: Deep Learning with Images

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Predicting Credit Card Approvals

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Going Down to South Park: A Text Analysis

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Extract Stock Sentiment from News Headlines

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Customer Analytics and A/B Testing in Python

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The Android App Market on Google Play

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Planning Public Policy in Argentina

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Clustering Bustabit Gambling Behavior

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Preprocessing for Machine Learning in Python

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Risk and Returns: The Sharpe Ratio

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Analyzing Police Activity with pandas

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Web Scraping in Python

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Exploring the Kaggle Data Science Survey

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Wrangling and Visualizing Musical Data

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Image Modeling with Keras

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Text Mining America's Toughest Game Show

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Exploring the Bitcoin Cryptocurrency Market

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Soccer Through the Ages

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Text Mining with Bag-of-Words in R

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Name Game: Gender Prediction using Sound

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12_16_Complaint_USAA

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RDocumentation: AirPassengers

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txt_to_speech_sentiment

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Sleep Health and Lifestyle

My Certifications

These are the industry credentials that I’ve earned.

Professional Data Scientist

Professional Data Scientist

Other Certificates

DataCamp Certified Professional Data Scientist

DataCamp Course Completion

Take a look at all the courses I’ve completed on DataCamp.

My Work Experience

Where I've interned and worked during my career.

EDM HEALTH SERVICES LLC | Oct 2021 - Present

Data Engineering and Architecture

Proof of Concept: Develop "thumb drive" ready virtual machines: Ubuntu Linux O/S, for small businesses Design Systems Architecture Configure "VirtualBox" using Ubuntu Linux to integrate Oracle Resources, benchmark, test, implement customer information, processing billing or other functions. Position runs concurrent with other projects. Design and Implement Value Proposition Marketing Training for Team: Business Model Canvas, Customer Profile to 1. identify key players, activities and resources, Define Value Proposition, and customer relationship, distribution models.
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EDM HEALTH SERVICES LLC | Sep 2018 - Present

Project Management Lead: EMR Data Conversion, Transformation, Translation

Convert Electronic Medical Record Data into Analytic format Extract Medical Record data into Python readable formats Data Cleaning, Exploratory Data Analysis, Explanatory Data Analysis Visualize Data: Python(Seaborn, Matplotlib, Plotly, GeoPandas), R(GGPlot2, Shiny, Trellis, Latttice) Construct Demographic Maps for Diversity and Disparity Mapping for Health Professions Shortage Areas (HPSAs) Cluster Analysis: KMeans, with labeling, distribution visualization, Machine Learning: Develop Interactive GeoLocation mapping for Classification, Categorical and Quantitative Analysis in R: Leaflet

SOUL CITY BOXING GYM | Jul 2018 - Jul 2019

Consultant Program Development

Provided support as unpaid volunteer. Created proposal and presentation with outline of policy and requirements for providing Alternatives to Suspension and Expulsion (ASE) in public schools. Partnered with this organization to develop content and manage participants. Using data from Ohio State University, Kirwin Institute for Implicit Bias Studies, worked with Soul City Gym and "A Better Life Experience" (ABLE) to construct proposal for use in Toledo Public School System. Program implemented in 2018, still operating. Funding and Sponsorship increased 40%, with 20% and 25% reduction in dropout rates. Requirements for participation in student boxing programs include participation in ASE. Features also include: Tutoring, integration with TPS information systems and digital access to online resources. Presentations constructed in Keynote and Powerpoint under the moniker "Grow Inside".

EDM Health Services | Jan 2004 - Present

President and Founder

Founded three medical practices, in health professions short area (HPSA) Deployed $500 EMR to develop seamless patient processing, increasing productivity over 200%, Decreased processing times by 100%, reducing personnel and operating expense by eliminating over $200K per year in dictation and ancillary processing costs Engineered wireless hybrid digital information management and electronic data interchange for remote data management Starting with $17K, built business to $3.5M annually; generating nearly $21K per $1 invested. Innovated only physician run visiting physician service in my locale; incorporated GIS mapping to improve patient management systems Created climate and financial resources encouraging women entrepreneurship by starting satellite billing and referral services

Archbold Medical Center | Dec 2002 - Dec 2003

Urgent Care Physician

Worked as urgent care physician in small rural community providing emergent as well as urgent non-emergent medical care.

Neighborhood Health Association | Nov 1998 - Jun 2001

Family Physician

Primary Pediatric and Adult Health Care for adults involving treatment of a large underserved community

United States Air Force | Jan 1982 - Jun 1991

Communications and Information Systems Officer

Worked initial as a communications controller at a strategic base and then moved to Europe to work as a plans, programs and implementation officer during the conversion of analog to digital systems. Portions of my task involved contracting out work at sites in Germany, Italy, Spain and Greece. With this came the requirement to travel and negotiate with officials in those countries. Also worked to implement the Armed Forces precursor to the internet while stationed in Germany.

My Education

Take a look at my formal education

Doctor of Medicine (M.D.), MedicineWright State University Boonshoft School of Medicine | 1995
Master of Science Computer Information Systems (MSCiS) Management in Computer Information Systems ManagementBoston University - Metropolitan College | 1989
Bachelor’s Degree, BiochemistryUniversity of North Texas | 1981

About Me

Darrell Hall

Presently living in Toledo Ohio, but born and raised in Louisiana and Texas. I'm a USAF veteran and physician. After a four year bout with colon cancer I made a career change to Data Science to deal issues inherent in clinical EMRs.

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