data wrangling , slicing , Data Loading, Oops, Exception Handling, data pipeline, Debugging, Python, Pyspark, Apis, concurrency, Git, Numpy, Pandas, Restful Services, Decorators, Parallel Processing, unit tests, Lambda Functions, DB connectivity, dataframes, apply map functions, applymap, aggregations, error handling