single computer this covers working with large data sets on single computer working with python libraries suitable for larger data sets understanding the importance of choosing correct algorithms and data structures understanding how you can adapt algorithms to work inside databases what if you had so much data that it seems to outgrow youand your techniques no longer seem to sufficewhat do you dosurrender or adaptluckily you chose to adaptbecause you're still reading this introduces you to techniques and tools to handle larger data sets that are still manageable by single computer if you adopt the right techniques this gives you the tools to perform the classifications and regressions when the data no longer fits into the ram (random access memoryof your computerwhereas focused on in-memory data sets will go step further and teach you how to deal with data sets that require multiple computers to