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- π Whitepaper: Batch, Streaming & Real-Time Data*
π Whitepaper: Batch, Streaming & Real-Time Data*
How to Leverage Their Full Power for Production ML
How can you evolve from ML batch use cases to leveraging a wide variety of batch, streaming, and real-time data to build powerful production ML models?
Whatβs the difference between batch, streaming, and real-time data, and how are they transformed into signals for ML models?
Does real-time ML mean that the model only uses real-time data?
This whitepaper answers all these questions and more. Download today to learn:
About different ML feature types and transformations
The challenges of serving feature data and how to overcome them
About common misconceptions about real-time ML
How to better manage the increasingly complex and varied data flows for ML applications
*We thank Tecton for their insights and ongoing support of Turing Post.
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