The Google BigQuery Write API offers high-performance batching and streaming in one unified API. The previous post in this series introduced the BigQuery Write API. In this post, we'll show how to stream JSON data to BigQuery by using the Java client library.
For a quick refresher on what hyperparameter optimization is and what frameworks and strategies are supported by ClearML out of the box, check out our previous blogpost!
Globe Telecom, one of the largest providers of digital services in the Philippines, was operating in a saturated market with limited opportunity to expand. Any strategy for growth depended on nurturing customer relationships and fostering lifelong value with each customer. For Globe Telecom, getting customer data was never the problem — telecom companies produce terabytes of data every day.
Big data has been revolutionizing the digital marketing landscape: organizations are gathering data from numerous sources; data streams are being collected at unparalleled speeds; and businesses are dealing with a variety of data structures, from emails to user behaviors to financial transactions.
To IT leaders, it’s obvious that data strategy deserves a special place at the table for any discussion about strategic business initiatives. However, for CMOs and CROs like myself, who must justify and weigh expenditures against bottom line impact, investing in customer data typically looks like a red-ink proposition.