How to Transform an Unbalanced Dataset to a Balanced
We have provided examples of how you can Resample Data By Groups in Python and how you do Undersampling by …
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Pair Programming for Assessing Coding Skills in the Interview
Pair Coding Tools are really helpful for interviews if you want to assess the coding skills of the candidates. Introduction …
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Asynchronous Job Interviews is the Future
I will share my experience with an Asynchronous Job Interview and why I believe that it will be the future …
How to Interact with AWS using AWS Data Wrangler
In the previous posts, we have provided examples of how to interact with AWS using Boto3, how to interact with …
Debug Models and Explain Predictions using Eli5
An important step when working with machine learning models is debugging. For example, when we are working with text we …
Fast & Easy Python APIs using FastAPI
FastAPI is a modern, python-based high-performance web framework used to create Rest APIs. Its key features are that is fast, …
Euro Semi-Finals: England is the Favorite!
Using the FIFA World Ranking and the Elo rating system we will try to estimate the probability of England winning …
10 Tips and Tricks for Data Scientists Vol.10
We have started a series of articles on tips and tricks for data scientists (mainly in Python and R). In case you have …
Get the Odds of Euro 2020 Games based on FIFA World Ranking
We will provide an example of how you can estimate the outcome of a Euro 2020 Game based on FIFA …
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Euro 2020 Predictive Model based on FIFA Ranking System
In a previous post, we built a Predictive Model based on FIFA Ranking and making the assumption that the points …
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