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Themis Kavour
Dec 26, 20235 min read
Jingle or No Jingle: A Hilariously Serious Dive into PyTorch Image Classification for Santa Claus Detection. 🎄
Season's Greetings, data scientists and tech enthusiasts! In the spirit of ho-ho-hilarity and cutting-edge Christmas cheer, I present to...
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Themis Kavour
Oct 17, 202310 min read
Uncovering Topics in BBC News with Latent Dirichlet Allocation in R
Welcome everyone! Keeping in mind the post about Latent Dirichlet Allocation (in case you have not read it yet and you are interested,...
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Themis Kavour
Oct 5, 20237 min read
Topic Modelling - Latent Dirichlet Allocation
Hello everyone! In this post I am going to go through an NLP subject. As you may have already read in this post's title, Topic Modelling...
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Themis Kavour
Mar 4, 202312 min read
Neural Network ~ Predicting a Numerical Value
Welcome back! As part of this introductory series on Neural Networks, we will be exploring the process of building NNs and making...
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Themis Kavour
Feb 8, 20238 min read
A smooth introduction to Neural Networks
Introduction Nowadays, deep learning is entering in our lives deeper and deeper (you see what I did there?!? 🤯🤯🤯) Anyways, as I was...
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Themis Kavour
Jan 17, 20236 min read
An introduction to Sentiment Analysis
As you may have already guessed I prefer R (I like statistics after all. Sue me, jk!) so in case you want to follow along you need to...
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Themis Kavour
Sep 27, 202211 min read
Customer Churn - Classification ML Methods
In this project, our aim is to predict the customers' churn. In a much wider sense to present ML models one can use for classification...
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Themis Kavour
Jun 10, 202215 min read
Document Clustering - Sentence Similarity
This analysis is completed in R programming language. One can find the project as well as the data, to follow along Kaggle and to be more...
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Themis Kavour
Feb 18, 202210 min read
Guns incident data
In order to complete the analysis, I am going to use R programming. To see and download the data in order to follow along the process,...
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Themis Kavour
Sep 30, 20214 min read
TV Show Friends
In this notebook I am going to analyse a dataset about the famous TV Series Friends. The dataset has been found and downloaded from...
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Themis Kavour
Sep 29, 20216 min read
Earthquakes in Greece for the period 1901 - 2018
In this post I explore a dataset found on Kaggle about all the earthquakes that took place in Greece (1901 -2018).
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