Think like a Data Scientist ! How to build a NLP tool that can write Medium blog for you ?
Close the gap between academic/kaggle Data Scientist and real world Data Scientist.
I was talking to my friend who recently joined in a big tech company as a Data Scientist and it didn’t take much time for her to realize how different the approach is to build Machine Learning models and put them into production when compared to online tutorials. Well, the first and most hard hitting fact she realised was how data is acquired and processed to train a model in business environment.
If any experienced Data Scientists out there, this is not at all a surprise for you.
For instance, in Kaggle data is given to you in a silver platter where as in any company it is not that straight forward. Data exists in different databases or doesn’t exist in company databases at all, in other words you have to make your own data.
Outline the Problem:
Its always a good practice to write down the specific problem you need to solve. In this case we want to help the Medium bloggers to finish their writing fast and efficient by auto generating the text that they need to write and also it would be nice to predict how well the written article would…
