Data Science Tips: Incorporate Code Review in All your Projects
To ensure high quality data science project are produced by your team, incorporating code reviews in your workflow is a must!
Yacine Mahdid
Shannon Entropy from Theory to Python
Being able to quantify the amount of information in a sequence is important in many fields and applies to many data set. Shannon Entropy is one such information theory method that given a random variable and historic about this variable occurrence can quantify the average level of information!
Generation of 3D Art with AI + Project Management in Data Science! 🗿
Generating art with AI is surprisingly easy! Here are 5 links to get you started!
First Edition of Weekly AI Newsletter 2022 🎅
This week I'll be sharing 5 books on Machine Learning that I highly recommend. No particular order, I read all of them and they were truly helpful throughout my PhD!
Cherish Negative Results, They Are a Good Thing | ML Tips #3
I remember when I first started doing research, I always felt bad and stressed whenever I generated a negative results. My thought process was that I must have messed up something along the way and that I wasn't good enough.
Fact Check & Document All Assumptions | ML Tips #2
All assumptions, especially those underlying the project creation, should be documented and fact checked!
Understand Why Your Data Science Project Exist: ML Tips #1
I've never seen a research / data science project that went exactly as planned upfront. Projects either change incrementally, with big pivots or fails.
Reproducing my own research paper after a year and a half of publishing!
A year and a half ago I've published a paper using some code I've created! In this blog post I've checked out if I would be able to reproduce it easily!
The critical topic they don't teach at tech bootcamps
TLDR; navigating layer of abstraction with the least amount of mental overhead is not taught, it should.
How to Leverage Emotions to Solve Root Cause Issues
For some reason, one type of help I've always been very good at providing is solving emotionally charged issues. I've drafted out the framework I'm using to tackle these so that others can get inspired from it!