GitHub - Alumasa/Python-for-data-science: Lessons, practice and projects in data science using python.

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 93 Commits
.ipynb_checkpoints		.ipynb_checkpoints
.gitignore		.gitignore
A-B Testing.ipynb		A-B Testing.ipynb
APIs and JSONs.ipynb		APIs and JSONs.ipynb
Advanced layouts.ipynb		Advanced layouts.ipynb
Analyzing Police Activity with pandas - 1.ipynb		Analyzing Police Activity with pandas - 1.ipynb
Analyzing Police Activity with pandas - 2 - and a weather dataset.ipynb		Analyzing Police Activity with pandas - 2 - and a weather dataset.ipynb
Beyond normal Python.ipynb		Beyond normal Python.ipynb
Bokeh Server.ipynb		Bokeh Server.ipynb
Bootstrap replicates.ipynb		Bootstrap replicates.ipynb
Case Study - Media data.ipynb		Case Study - Media data.ipynb
Case Study- Finch birds.ipynb		Case Study- Finch birds.ipynb
Case Study- Gapminder Data Set.ipynb		Case Study- Gapminder Data Set.ipynb
CaseStudy Code- World Bank dat.ipynb		CaseStudy Code- World Bank dat.ipynb
Categoricals and groupby.ipynb		Categoricals and groupby.ipynb
Concatenating Data.ipynb		Concatenating Data.ipynb
Data Visualization with Bokeh - Intro.ipynb		Data Visualization with Bokeh - Intro.ipynb
Data Visualization with Matplotlib.ipynb		Data Visualization with Matplotlib.ipynb
Data Visualization with Seaborn.ipynb		Data Visualization with Seaborn.ipynb
Error handling.ipynb		Error handling.ipynb
Exploratory Data Analysis.ipynb		Exploratory Data Analysis.ipynb
Filtering Pandas DataFrame.ipynb		Filtering Pandas DataFrame.ipynb
Hacker Statistics.ipynb		Hacker Statistics.ipynb
Histogram equalization images.ipynb		Histogram equalization images.ipynb
Hypothesis testing.ipynb		Hypothesis testing.ipynb
Import Excel files.ipynb		Import Excel files.ipynb
Importing Data - 1.ipynb		Importing Data - 1.ipynb
Importing Data 2 - from the Internet.ipynb		Importing Data 2 - from the Internet.ipynb
Importing HDF5 files.ipynb		Importing HDF5 files.ipynb
Importing MATLAB.ipynb		Importing MATLAB.ipynb
Importing SAS and stata files.ipynb		Importing SAS and stata files.ipynb
Intermediate Seaborn.ipynb		Intermediate Seaborn.ipynb
Intro to ECDF.ipynb		Intro to ECDF.ipynb
Intro- Data Visualization.ipynb		Intro- Data Visualization.ipynb
Iterators.ipynb		Iterators.ipynb
Lambda functions.ipynb		Lambda functions.ipynb
List comprehensions.ipynb		List comprehensions.ipynb
Loops.ipynb		Loops.ipynb
Manipulating DataFrames with Pandas.ipynb		Manipulating DataFrames with Pandas.ipynb
Manipulating data types.ipynb		Manipulating data types.ipynb
Merging DataFrames with pandas.ipynb		Merging DataFrames with pandas.ipynb
Merging DataFrames.ipynb		Merging DataFrames.ipynb
MultiIndexing.ipynb		MultiIndexing.ipynb
Normal and Exponential distributions.ipynb		Normal and Exponential distributions.ipynb
Optimal parameters and linear regression.ipynb		Optimal parameters and linear regression.ipynb
Oscars_data.ipynb		Oscars_data.ipynb
Pandas 2.ipynb		Pandas 2.ipynb
Percentiles, variance and std. deviation.ipynb		Percentiles, variance and std. deviation.ipynb
Pivoting DataFrames.ipynb		Pivoting DataFrames.ipynb
Practice and Exercises.ipynb		Practice and Exercises.ipynb
Preprocessing data.ipynb		Preprocessing data.ipynb
Probabilistic logic.ipynb		Probabilistic logic.ipynb
Relational Database.ipynb		Relational Database.ipynb
SQL.ipynb		SQL.ipynb
Statistical EDA.ipynb		Statistical EDA.ipynb
Supervised learning with sklearn.ipynb		Supervised learning with sklearn.ipynb
Tidy Data.ipynb		Tidy Data.ipynb
Time Series Visualization.ipynb		Time Series Visualization.ipynb
Twitter API and Authentication.ipynb		Twitter API and Authentication.ipynb
User defined functions.ipynb		User defined functions.ipynb
Visual EDA.ipynb		Visual EDA.ipynb
Visual regressions.ipynb		Visual regressions.ipynb
appending and concatenating series and DataFrames.ipynb		appending and concatenating series and DataFrames.ipynb
climate_change_300dpi.png		climate_change_300dpi.png
data analysis 2.ipynb		data analysis 2.ipynb
figure_5_3.png		figure_5_3.png
pandas Foundation.ipynb		pandas Foundation.ipynb
pandas.ipynb		pandas.ipynb
sports_weights.png		sports_weights.png