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