Rockhurst Intro to Python Class documents and examples
Welcome to the Intro to Python Class.
The focus of this material is not on all the wonderful programming one can do in Python, but rather Python in the PyData ecosystem
The main focus is on Numpy, Pandas, Matplotlib.
cd /Users/mylesgartland/Documents/Courses/Data Mining/Intro to Python/Python notebook items
import pandas as pd
import matplotlib.pyplot as plt
import numpy as np
%matplotlib inline
-Numpy basics
-Numpy Part 2
-Numpy Vec
-Getting started with Pandas
-Data Loading, storage, file formats
-Plotting
-Pandas DataFrame advaced read_csv, read_html, binning, categorical data, more grouping, Apply, Transforming, Aggregate functions
-Pandas DataFrame Plotting, Stats and Joins
-Stats modules