bsweger

Useful Pandas Snippets

A personal diary of DataFrame munging over the years.

Data Types and Conversion

Convert Series datatype to numeric (will error if column has non-numeric values)
(h/t @makmanalp)

RonKG

COMPETENCIES
Java, Python, JavaScript, Hadoop, Hive, Pig, MapReduce, Oracle SQL, MySQL, JDBC, Matplotlib,, Pandas, Scikit Learn, Tensorflow, Keras, Pytorch, TFLearn, Seaborn, Excel Pivot Tables, Deep Learning, Natural Language NLP, Oracle DB, JDBC, Excel (ODBC), Agile, Scrum, SDLC


SKILLS AND ACCOMPLISHMENTS
Experience leveraging Python, Matplotlib, Plotly, Seaborn, Scikitlearn, Tensorflow, Keras, Pytorch, TFLearn to build, visualize and fine tune machine learning models for prediction and classification.
Applied Java to write multiple application including the backend to a HR management software.
SQL and variants experience with performing data operations for business consumption and machine learning tasks. 
Used Shell Scripting extensively to build and execute SQL scripts and manage cloud environment setups and maintenance for deep learning models.