mrpgmr67 / random-user-gen Goto Github PK

Welcome to my code portal! As a data scientist and software developer with extensive experience in architecture and process modernization, I am passionate about utilizing technology to drive innovation and solve complex problems. In addition to my work in industry, I am dedicated to sharing my knowledge and expertise with the next generation of technologists. Here, you will find a collection of my projects and code samples that not only showcase my skills in data analysis, application development, and system architecture, but also serve as educational resources for aspiring data scientists and software engineers. From data visualizations and machine learning models to web applications and microservices, I am constantly exploring new technologies and approaches to deliver high-quality solutions and inspire others to do the same. Thank you for visiting my code portal, and I hope you find my work informative and inspiring.

• 🔭 I’m currently teaching graduate data science courses (Python, R, SPSS, Cloud, MLOps, Cyber) as well as helping on numerous open source projects
• 🌱 I’m currently reading the Medici Effect for possible content integration
• 👯 I’m looking to collaborate with other content creators
• 🥅 2024 Goals: Integrate automations into solutions (ChatGPT, AI/MLOps, SecDevOps, etc.)
• ⚡ Fun fact: I love travel and new experiences

• Historical Development of Data Systems
• Introduction to Cloud Computing
• Cloud Computing Models
• Data Warehouses, Data Lakes, Data Integration Hubs, and Cloud Architecture
• Deep Learning Models in Python (RNN, CNN, GAN)
• Final Project - Jupyter Notebook (Titanic Dataset)
• Final Project - Project Proposal (Titanic Dataset)
• Introduction to Natural Language Processing and Text Analytics in Python using NLTK
• Advanced visualization with Seaborn, Plotly, and MatPlotLib
• Creating a basic data pipeline (data engineering and outlier detection) in Python
• Basic Exploratory Data Analysis with Python
• Simple machine learning with scikit-learn and Python
• Basic visualizations with MatPlotlib
• Basic Pandas Functions
• Basic NumPy Functions