philtsmith570/Data-Science-Machine-Learning-Home

Repository for base README.md to direct to coursework and personal projects

Data Science and Machine Learning

Course work and personal projects for Phil Smith

Introduction

This repo contains links to my coursework and personal projects.

Coursework

• Deep Learning Specialization (5 Course) - Coursera
• Machine Learning A-Z - Udemy
• Linear Regression - Lazy Programmer

Personal Projects

• Exploratory Data Analysis & Visualization
  • Exploartory Data Analysis
    • California House Prices - Personal
  • Visualizations
    • Seaborn - Visualizing Linear Regressions
    • Seaborn - Tutorial (Pokemon)
• ML & Data Science Libraries (jupyter notebooks)
  • Detailed tutorials of each library
    • NumPy
    • Pandas
    • SciKit-Learn
    • Matplotlib
    • SciPy
    • StatsModels
    • Matplotlib
    • Seaborn
• Statistics - Personal projects, examples, tests
  • Statistics
    • US Murder Rate Statistics - Personal