House Sales in King County, USA
Module 1: Importing Data Sets
Module 2: Data Wrangling
Module 3: Exploratory Data Analysis
Module 4: Model Development
Module 5: Model Evaluation and Refinement
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Data analysis with Python to building and evaluating data models.
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Data analysis with Python to building and evaluating data models.
Topics
numpy
linear-regression
scikit-learn
exploratory-data-analysis
scipy
polynomial-regression
data-pipelines
multiple-regression
machine-learning-regression
pandas-library
importing-and-cleaning-data
formatting-data
model-refinement
preparing-data
collecting-data
summarizing-data
dataframe-manipulation
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