For big data, 'Big Data' by Nathan Marz was an excellent read. The conceptual chapters are top notch, and the implementation chapters give you a good look into

For big data, 'Big Data' by Nathan Marz was an excellent read. The conceptual chapters are top notch, and the implementation chapters give you a good look into the tools used for the field at the time of publishing.