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6 docs tagged with "data/eda"

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Churn Analysis

- The churn rate measures a company's loss of subscribers for a given period of time.

Confident Learning

As you can see from the above image, confident learning is about estimating the likelyhood of the data being labeled correctly based upon the confidence of the model. If the model confidence is above the threshold confidence (The Tj parameter, tdog, tfox tcow) and if the confidence of the model prediction is higher than the threshold but the label is different, then we predict a wrong label

Data Science

What is data science? It is a bunch of different jobs bunched together and given the tie of AI to make a company sound innovative.

Data Science

What is data science? It is a bunch of different jobs bunched together and given the tie of AI to make a company sound innovative.

Data Science Project Start-Up Phase

The start-up phase of a data science project is, for me, one of the most exciting parts of the project, but it is also one of the most unclear phases. To have a fighting chance of making it to production, there are several factors that are extremely important and need to be addressed.

Evaluation

Evaluation is one of the most important aspects of machine learning development. It is the craft of understanding the model and how it works.