Where can I find full data science case studies?

Data Science, AI and ML
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#1
Data science case studies offer a perfect platform for students to understand the ground level realities of data science in terms of how they are implemented in business organizations. The Netflix use-case on how they implemented & leveraged data science to improvise and renovate their recommendation engine is one of the best full data science case study which can be accessed from the blog section of the data-flair training platform.
Other case studies which can be referred are Facebook using data science for social media networking, Amazon using data science for transforming e-commerce, Uber using data science to make rides better etc. All of these can be obtained from data-flair training blogs.
#2

On Kaggle and other platforms for hosting data science competitions.

A typical data science project involves the following things:

  • Problem understanding and formulation
  • Data collection and data transformation
  • Model training and offline evaluation
  • Model deployment and online evaluation

You can learn a lot from data science competitions. Yes, they do mostly focus on the model training and evaluation part, so it’s not possible to cover all the project lifecycle steps with a competition.