Data Visualizations using Tableau, Leaflet and other packages in R
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Data Visualizations
Understanding tf-idf with tidytext
During text processing & information retrieval we often need to find important words in document which can also help us identify what a document is about.
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Introduction to Language Models
Language Modeling is an important idea behind many Natural Language Processing tasks such as Machine Translation, Spelling Correction, Speech Recognition, Summarization, Question-Answering...
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MNIST image classification with CNN & Keras
My previous model achieved accuracy of 98.4%, I will try to reach at least 99% accuracy using Artificial Neural Networks in this notebook. I will also present basic intuition behind CNN.
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Beer Recommendation System
Building a recommendation system using collaborative filtering using given dataset of half million beer reviews
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Titanic Tragedy: Exploratory Data Analysis
The sinking of the RMS Titanic is one of the most infamous shipwrecks in history. On April 15, 1912, during her maiden voyage, the Titanic sank after colliding with an iceberg, killing 1502 out of 2224 passengers and crew. In this Notebook I will do basic Exploratory Data Analysis on...
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