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.ipynb_checkpoints
.ipynb_checkpoints
 
 
cdc
cdc
 
 
us-states
us-states
 
 
.gitignore
.gitignore
 
 
3d_figures.ipynb
3d_figures.ipynb
 
 
Linear Regression.ipynb
Linear Regression.ipynb
 
 
Naive Bayes.ipynb
Naive Bayes.ipynb
 
 
SVM.ipynb
SVM.ipynb
 
 
Seattle Bikes.ipynb
Seattle Bikes.ipynb
 
 
Untitled.ipynb
Untitled.ipynb
 
 
Untitled1.ipynb
Untitled1.ipynb
 
 
Untitled2.ipynb
Untitled2.ipynb
 
 
a.png
a.png
 
 
audio_analysis.py
audio_analysis.py
 
 
birthdate.py
birthdate.py
 
 
bogosort.py
bogosort.py
 
 
california_cities.py
california_cities.py
 
 
colormaps_comparison.py
colormaps_comparison.py
 
 
cross_validation.ipynb
cross_validation.ipynb
 
 
df_as_dictionary.py
df_as_dictionary.py
 
 
elliptic curve.ipynb
elliptic curve.ipynb
 
 
encore_digits.ipynb
encore_digits.ipynb
 
 
github_crawler.py
github_crawler.py
 
 
health_data.py
health_data.py
 
 
ijs_test.ipynb
ijs_test.ipynb
 
 
iris_supervised_unsupervised.ipynb
iris_supervised_unsupervised.ipynb
 
 
join_arithmetic.py
join_arithmetic.py
 
 
linear_reg_sample.ipynb
linear_reg_sample.ipynb
 
 
make_df.py
make_df.py
 
 
maps.ipynb
maps.ipynb
 
 
multiindex_columns.py
multiindex_columns.py
 
 
nearest_points.py
nearest_points.py
 
 
olivetti_faces.py
olivetti_faces.py
 
 
overlapping_column_names.py
overlapping_column_names.py
 
 
pd_merge.py
pd_merge.py
 
 
pd_multiindex.py
pd_multiindex.py
 
 
planets.py
planets.py
 
 
polynomialRegression.ipynb
polynomialRegression.ipynb
 
 
rain_days.py
rain_days.py
 
 
readme.md
readme.md
 
 
recipies.py
recipies.py
 
 
scikit-learn introduction.ipynb
scikit-learn introduction.ipynb
 
 
seaborn_vs_matplotlib.ipynb
seaborn_vs_matplotlib.ipynb
 
 
selection_sort.py
selection_sort.py
 
 
sincos.py
sincos.py
 
 
square-test.py
square-test.py
 
 
stock_rolling.py
stock_rolling.py
 
 
stock_time_shift.py
stock_time_shift.py
 
 
stocks.py
stocks.py
 
 
surface_temperature.ipynb
surface_temperature.ipynb
 
 
titanic.py
titanic.py
 
 
us_states_example.py
us_states_example.py
 
 

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These files are just notes & ideas for following a data science course

Topics

  • Numpy
  • Pandas
  • Matplotlib

TODO

  • Audio analysis & processing
  • Image analysis & processing
  • Some interesting and complete data analysis???

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python data science course utilities.

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