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KadenaPSG (Gilbert Morgan) · GitHub

Overview Repositories 9 Projects Packages Stars
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KadenaPSG/README.md

⚡ Tech Stack

Area Tools & Skills
Languages Python, R, SQL
Data Science pandas, NumPy, tidyverse, dplyr, scikit-learn
Machine Learning Classification, PCA, Neural Networks, CNNs, Predictive Modeling
NLP Naive Bayes, HMMs, Viterbi Decoding, Language Modeling
Visualization Tableau, Power BI, ggplot2, matplotlib
Databases SQL Queries, Joins, Aggregations, Relational Analysis
Reporting Jupyter Notebook, Quarto, R Markdown
Domains Healthcare Analytics, Population Health, GIS, Statistical Modeling

📊 Focus Areas

Analytics & Research Machine Learning & AI Visualization & Workflow
Healthcare & Population Analytics Machine Learning Workflows Data Visualization
Statistical Computing Predictive Modeling Visualization Dashboards
Data-Driven Decision Support NLP Experiments Reproducible Research Notebooks
End-to-End Analytics Projects Machine Learning & NLP Healthcare & Population Data Analysis

Popular repositories Loading

  1. machine-learning-portfolio machine-learning-portfolio Public

    Demonstrates PCA, classification modeling, neural networks, CNNs, model training, prediction workflows, and Flask deployment.

    Jupyter Notebook

  2. natural-language-processing-portfolio natural-language-processing-portfolio Public

    Demonstrates text preprocessing, language modeling, HMM/Viterbi decoding, Naive Bayes, perceptron classification, and NLP workflows.

    Jupyter Notebook

  3. python-data-analysis-foundations python-data-analysis-foundations Public

    Python data analysis portfolio demonstrating pandas, NumPy, data cleaning, exploratory data analysis, summary statistics, data visualization, and dataset interpretation.

    Jupyter Notebook

  4. r-statistical-analysis-projects r-statistical-analysis-projects Public

    R data analytics portfolio demonstrating tidyverse workflows, data wrangling, exploratory analysis, statistical summaries, correlation analysis, linear regression, visualization, and Quarto reporting.

    R

  5. sql-querying-and-database-design sql-querying-and-database-design Public

    SQL portfolio demonstrating relational database querying, joins, filtering, aggregation, subqueries, table creation, data manipulation, and database analysis.

    PLSQL

  6. predictive-healthcare-analytics predictive-healthcare-analytics Public

    Healthcare analytics portfolio demonstrating R-based descriptive analysis, predictive modeling, data visualization, statistical reporting, healthcare data interpretation, and data life cycle docume…

    R

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