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Jackson Redgrove
Data Challenges Unit Resources
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Simon Bowly
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## Course Materials: Jupyter Notebooks
*
[
Basic Python Concepts
](
03-BeginnerToAdvanced/BeginnerToAdvanced.ipynb
)
*
[
Pandas
Basics: Reading, Cleaning and Exploring Data
](
01-Incoming-survey/Reading-Cleaning-Exploring.ipynb
)
*
Pandas: Handling Timeseries Data
*
[
Melbourne Pedestrian
Data
](
02-Pandas-Timeseries/
Melbourne-Pedestrians
.ipynb
)
*
[
Melbourne Weather
Data
](
02-Pandas-Timeseries/
Weather
.ipynb
)
*
[
Pandas:
Merging and Joining
](
04-Merging/MergeJoinIntro.ipynb
)
*
Pandas
*
[
Reading, Cleaning and Exploring Data
](
01-Incoming-Survey/Reading-Cleaning-Exploring.ipynb
)
*
[
Exploring and Plotting
Data
](
02-Pandas-Timeseries/
Weather
.ipynb
)
*
[
Handling Timeseries
Data
](
02-Pandas-Timeseries/
Melbourne-Pedestrians
.ipynb
)
*
[
Merging and Joining
](
04-Merging/MergeJoinIntro.ipynb
)
*
Regression Models
*
[
Linear Regression
](
05-LinearRegression/LinearRegress.ipynb
)
*
[
Polynomial Regression
](
05-LinearRegression/PolyFitt.ipynb
)
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