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Articles tagged with #python
Photo by Alyssa Kowalski on Unsplash Overview "Let's order Thai." "Great, what's your go-to dish?" "Pad Thai.” This has bugged me for years and is the genesis for this project. People need to know they have other choices aside from Pad Thai. Pad Tha...
Rule-based Sentiment Analysis Using Python and R Overview Why Sentiment Analysis? NLP is subfield of linguistic, computer science and artificial intelligence (wiki), and you could spend years studying it. However, I wanted a quick dive to a get an i...
Photo by Fineas Anton on Unsplash Overview In this post, we'll explore Gradient Descent from the ground up starting conceptually, then using code to build up our intuition brick by brick. While this post is part of an ongoing series where I document...
Cover Photo by Nasonov Aleksandr on Unsplash Overview This is a continuation of my progress through Data Science from Scratch by Joel Grus. We'll use a classic coin-flipping example in this post because it is simple to illustrate with both concept an...
Cover Credit Overview Itertools are a core set of fast, memory efficient tools for creating iterators for efficient looping (read the documentation here). Itertools Permutations One (of many) uses for itertools is to create a permutations() function...
Context There are several posts that could serve as context (as needed) for the concepts discuss in this post including these posts on: Conditional Probability Bayes' Theorem Bayes' Application & Code Distributions In this post, we'll cover probabi...