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