Choose category:
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
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
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
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
Object Detection and Bounding Boxes with cvlib
In this post, we will provide you an example of object detection with bounding boxes in Python using the cvlib
Basic Usage of Linux Screen
Screen lets you run terminal applications to the background having the option to call them back whenever you want. Its
Who is going to Win the Euro 2020
We have reached the knock-out phase of Euro 2020 (or 2021) where the final-16 teams and the games can be
10 Tips and Tricks for Data Scientists Vol.9
We have started a series of articles on tips and tricks for data scientists (mainly in Python and R). In case you have
How To Create an Instagram Profile Analyzer App Using Python and Streamlit
Streamlit is a great library that helps us create python apps with minimum effort. Not only it’s easy but its
How to make Interactive Maps with Folium
Folium provides a python interface for leaflet.js. Leaflet.js is a Javascript library for interactive maps and can be useful to
Transfer Learning on Images with Tensorflow 2
In this tutorial, we will provide you an example of how you can build a powerful neural network model to
How to Fish the Bitcoin Whales
In the cryptocurrency market, the big whales play a key role. These movements affect significantly the market. Take for example
Interview Questions Vol.1
It is common to be asked to build some functions in Python (or any other programming language) during interviews in
Tips And Tricks For Data Scientists Vol.8
We have started a series of articles on tips and tricks for data scientists (mainly in Python and R). In case you have
How To Get A Sentiment Score For Words with Naive Bayes
We have provided an example of how to get a sentiment score for words in Python based on ratio frequency.
