Manipulate database basic -1 queries and SQLAlchemy create engine connect queries SQLAlchemy database, learningdata retrieve, database, jupyter notebook, Python Posted on February 16, 2017
unsupervised learning -1 k-means clustering, Cross tabulation, Inertia, PCA, StandardScaler, Pipline k-means clustering, Cross tabulation, Inertia, PCA, StandardScaler, Pipline fun, learning, Machine Learningdata cleasing, jupyter notebook, Python, unsupervised learning Posted on February 16, 2017
famous iris dataset visualization matplotlib seaborn 3d scatterplot jointplot FacetGrid boxplot stripplot violinplot kdeplot pairplot Andrews Curves parallel_coordinates radviz fun, learning, plottingdata cleasing, jupyter notebook, matplotlib, Python, vitualization Posted on February 16, 2017
Pandas -5 practicing grouping filtering visualizing learningdata cleasing, jupyter notebook, Pandas, Python Posted on February 14, 2017
pandas -4 grouping Categoricals and groupby Boolean filter and count Aggregation/Reduction¶ filtering transformation apply and map learning, pandasdata cleasing, jupyter notebook, Pandas, Python Posted on February 14, 2017
pandas -3 pivoting pivoting pivot table Stacking & unstacking Melting learning, pandasdata cleasing, jupyter notebook, Pandas, Python Posted on February 14, 2017
Pandas -2 indexing indexing MultiIndex Hierarchical Indexing fancy indexing learningdata cleasing, jupyter notebook, Pandas, Python Posted on February 14, 2017
Data Processing using Pandas 1 Indexing, filtering, sorting, drop() any() all(), apply() map(), .str string method, vectorized functions ufunc Data Processing using Pandas 1 Indexing, filtering, sorting drop() any() all(), apply() map(), .str string method, vectorized functions ufunc iframe, pandasdata cleasing, data retrieve, jupyter notebook, Pandas, Python Posted on February 12, 2017
retrieve streaming posts via Twitter API : Tweepy Twitter API python tweepy https://dev.twitter.com/docs http://tweepy.readthedocs.io/en/v3.5.0/ api, fun, learning, tweepydata retrieve, jupyter notebook, Python Posted on February 12, 2017