May 2025
Beginner
178 pages
4h 50m
English
Content preview from Data Science Foundations
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3 PROJECT DELIVERY
Projects that employ data science come in many different forms. Some, such as pharmaceutical research, might take many years, others can be delivered in an afternoon. However, they all have some common activities.
If you are in a small business and looking to predict profitability for the next year, you need to: work out what you are doing; find and prepare your data; determine the methods to be used to analyse it; build your model; evaluate the outcome; and then share your findings. The same activities are required if you are working for a pharmaceutical company on medical trials. However, in the first instance you might do everything in a day, in the latter case it is likely to take a team of people years.
Therefore, you ...
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I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.