Reading Time 3 minutes No matter what type of business you run, chances are you’re drowning in a massive amount of data. Be it data about your customers, sales, web traffic, social media engagement, employees or general operations, making sense of it all can be overwhelming to say the least.
Reading Time 4 minutes Even if you don’t work in a technical field, chances are that you’ve heard of the term “DevOps” which relates to how software is developed, maintained and delivered within a business. DevOps is not suitable for an end-to-end machine learning solution because traditional software system behaviour is generally governed by fixed rules specified in code. On the contrary, ML system is very dynamic and far more complex, making it very difficult to apply DevOps principles.
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