2025 DevOps as a Service Machine Learning Scale 
Neil Patel
FEBRUARY 25, 2021
This could lead to miscommunications and misunderstandings. Here is where machine learning operations (MLOps) come in. In less simple terms, it’s a combination of machine learning, data engineering, and development operations. It is an extension of what we know as DevOps. 5 Benefits of MLOps.
Neil Patel
SEPTEMBER 15, 2021
By 2025, that number may skyrocket to 181 zettabytes. Data can provide invaluable insights into everything from demographics to customer behavior , even future sales forecasting and more. DataOps are the architectures and software developed to do all of this at scale, in an agile, responsive manner. It’s a lot.
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