Course Outline
- Intro
- Before you get started: Prerequisites and Resources
Installation
- Install Linux
- Install Windows
Module
- Getting Data
- Loading Data
- Combine Data
- Cleanup
- Correlations
- More Explorations
- Time Series
- Merging
- ML Clustering
- ML PCA
Instructor
Python & Data Science Corporate Trainer / Consultant | MetaSnake
Matt Harrison
Author and instructor of Python and Data Science material. Co-chair Utah Python user group. Speaker/presenter at various conferences (PyCon, OSCON, Strata, SciPy, SCALE, OpenWest, StartFest). Corporate trainer to companies big (HP, Adobe, Cisco, Samsung, Qualcomm) and small (Instructure, Fusion-IO). Taught multiple 6 week courses for elementary students on Drone programming, Python programming, web development (html and css), and ebook production (published an ebook and physical book at the end).
Background Knowledge
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Experience using pandas
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Twitter user