Hidden Data Science Gem: Rainbow Method for Label Encoding
Created together with Dmytro Karabash
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Category: Python
Python tutorials
End-To-End NLP Pipeline
Let’s discuss first about Natural Language processing. it is a subset of linguistics, computer science, and artificial Intelligence. NLP is a set of steps to build an End-to-End NLP software.
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The only cheat sheet you need
You want to sort a list in python or any other programming language and suppose you don’t know how to do it, using the cheat.sh, you just need to give keywords to the program, and it will automatically give you the best code to sort the list concerning minimum time complexity i.e., Big-O. If you do not want to install cheat.sh for offline usage, you can use the live link, where you can search your queries. For Windows users, if […]
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How we built an app from scratch
The story of two students in their freshman year who dreamt of creating “something” and turned it into reality a year later. This is the story of CryptoX.
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Knowledge Graph Attention Network for Recommendation
There are three main parts to this system: the embedding layer, which preserves the CKG’s structure and parameterizes each node as a vector; the attentive embedding propagation layer, which updates a node’s representation by recursively propagating embeddings from its neighbors and uses a knowledge-aware attention mechanism to learn the weight of each neighbor during a propagation; and the prediction layer, which combines the representations of a user and an item from all propagation layers, and outputs the predicted score.
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Case study on Natural Language Processing with Disaster Tweets
This blog is the case study of a competition held on Kaggle. The competition’s name is Natural Language Processing. Competition can be found here. Disasters can happen anywhere and sometimes it takes time for the agencies to know about the disaster. Nowadays as soon as something happens, people tweet about
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Early speed optimizations aren’t premature
As you code, you might have a coworker, or friend, or a little voice in your head, reminding you of Knuth’s famous saying: “premature optimization is the root of all evil.” But what makes an optimization premature, anyway? The short answer is that this aphorism is a tautology. “Premature” means “too early,” so we can rephrase the point as “doing things at the wrong time isn’t ideal.” Can’t argue with that! The problem with this saying is that many people […]
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Natural Language Processing (NLP) and ML within 100% Snowflake using Snowpark Python
Opinions expressed in this post are solely my own and do not represent the views or opinions of my employer.
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My Data Science Internship Experience at Trendyol
Trendyol Data Science Team from a Intern’s Perspective How my Journey Began Hi! My name’s Okan and I am currently doing an internship at Trendyol, a leading international e-commerce platform founded in Turkey.
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