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Tag: datapreparation

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data science Tips And Tricks
import pandas in aws lambda
_ Ilaria Petreti

How to Import Pandas in AWS Lambda

In this blog post, you will learn how to import the Pandas library in AWS Lambda in order to execute python scripts.

READ MORE ♥28
Learning To Rank Main Blog
_ Ilaria Petreti

Train and Test Sets Split for Evaluating Learning To Rank Models – Part 2

What is the most appropriate approach to handle queries when splitting data when evaluating learning to rank models?

READ MORE ♥32
Machine Learning Main Blog
Train and Test Sets Split for Evaluating Learning To Rank Models
_ Ilaria Petreti

Train and Test Sets Split for Evaluating Learning To Rank Models

How data splitting can be done and why it is important for the offline evaluation of Learning to Rank models?

READ MORE ♥37
Tips And Tricks
How to Deal with Too Many 'object' in Pandas from JSON Parsing
_ Ilaria Petreti

How to Deal with Too Many ‘object’ in Pandas from JSON Parsing

Here we are with a new “episode” about managing large JSON, as promised. If you have not yet read the first two blog posts, I suggest making up for them in order to better understand what I’m going to discuss right now: How to manage a large JSON file efficiently and quickly How to manage…

READ MORE ♥42
Learning To Rank Tips And Tricks
constant features learning to rank
_ Ilaria Petreti

Drop constant features: a real-world Laerning To Rank scenario

Does removing constant features affect model performance? Find out with our real-world Learning to Rank application

READ MORE ♥102
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