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Clement Lelievre

I am a professional freelance data scientist, a Python blogger, and I teach data visualization and machine learning. Reach me!

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Kata Recursive Replication – Python Solution Video

by Clement Lelievre

Problem Formulation The following problem formulation is taken from this Kata. Design a recursive function called replicate(times, number) that returns an array of repetitions of the number argument. For example, replicate(3, 5) should return the list [5, 5, 5]. If the times argument is negative, return an empty array. Do not use loops to solve … Read more

Categories Computer Science, Python

How to Schedule Your Python Script for Free on Heroku

by Clement Lelievre

Hey Finxters! In my last article, I showed you how to host your Streamlit/Python web app in the cloud on Heroku. Now, perhaps you thought to yourself, that’s very nice but I need my script (not necessarily a web app, by the way) to run twice a week to load this new data at work, … Read more

Categories Automation, Python, Web Development, Web Scraping

How to Build and Host Your Python Web App for Free

by Clement Lelievre

Hey Finxters! Have you ever felt surrounded by developers boasting from their latest app in prod hosted in the cloud?  Or the need for making yours too but overwhelmed by the technicalities involved? Needed to set up quickly and easily a mini data science demo website without resorting to web developers? Or simply wanting to … Read more

Categories Distributed Systems, Flask, Python, Web Development

Coding Your Own Google Home and Launch Spotify in Python

by Clement Lelievre

Doesn’t this project sound exciting? Project Goal Project goal: code your own Google Home with Python and learn how to use speech recognition to launch Spotify and play songs! Ever wanted to code a powerful yet simple tool that is more bespoke than mainstream devices? We will learn how to implement it in Python with … Read more

Categories Artificial Intelligence, Computer Science, Python, Scripting

The K-Means Algorithm in Python

by Clement Lelievre

Hey Finxters! Today we are going to talk about one of the most popular clustering algorithms: K-Means. Ever wondered how to organize seemingly unstructured data, making sense of unordered objects, in an easy way? For example, you might need to: perform customer segmentation store files based on their text content compress images with your own … Read more

Categories Algorithms, Computer Science, Data Science, Machine Learning, Python

EZGmail and Python — Managing Your Emails Programmatically

by Clement Lelievre

Hey Finxters! Among the many daily tasks you can achieve with Python, there is one Siri-like task that comes quite handy: managing your emails in a programmatic way.  Of course, many emails need your human understanding to be processed properly, and this article is not about implementing a neural network to fine-tune every single email … Read more

Categories Computer Science, Python, Scripting

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