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Intro to Data Analysis

Introduction to Data Analysis with Python for UW Foster School of Business

Class 1: Introduction to Pandas for Data Analysis

Class 2: Data Cleaning and Munging in Pandas

Class 3: Standardizing and Exploratory Data Analysis

Normalization and Scaling

Outlier Detection

Lab 2:

HW3

Class 4: Linear Regression and Visualization

Finding Relationships in your Data

Checking for a normal distribution

Building a Univariate Linear Regression Model

Lab 1: Building a Linear Model

Evaluating your model: Ordinary Least Squares

Multiple Linear Regression

Lab 2: Multiple Linear Regression

HW4

Class 5: Interpretation and Visualization

Quantiles

Bar Charts

Histograms

Box Plots

Lab 1: Visualization

Interpreting and Reporting Results

Lab 2:

Final Project

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