An Overview of Data Analysis with the Tidyverse Library in R
The ‘tidyverse’ package in R is a very useful tool for data analysis in R as it covers almost everything you need to analyze a dataset. It is a combination…
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Five Advanced Plots in Python — Matplotlib
Data visualization is probably the most widely used feature in data science for obvious reasons. Visualization is the best way to present and understand data. So, it is a good…
Convolutional Neural Network
Good Understanding of Convolutional Neural Network Layers and Image Classification with TensorFlow
The Convolutional Neural Network (CNN) is a multi-layered neural network that is known to be able to detect patterns and complex features. It has been useful in face detection, self-driving cars, and a lot more very…
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A Data Storytelling Project with Some Advanced Visualization in ggplot2
Data Visualization is the most effective way to communicate data to people, I believe. So, it is important for every data scientist or analyst to learn visualization. This article will share…
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Let’s Learn List Comprehension with a Lots of Examples: Efficient Python Programming
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A Beginners Guide to Match Any Pattern Using Regular Expressions in R
The regular expression is nothing but a sequence of characters that matches a pattern in a piece of text or a text file. It is used in text mining in…
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Five Common Distance Measures in Data Science With Formulas and Examples
Distance calculation is a common element in data science. Lots of machine learning algorithms are based on a distance measure. Though nowadays you do not need to calculate the distances…
Sentiment Analysis in Python
A Complete Sentiment Analysis Project Using Python’s Scikit-Learn
Sentiment analysis is one of the most important parts of Natural Language Processing. It is different than machine learning with numeric data because text data cannot be processed by an…
PairPlot and PairGrid in Python
When I first learn to make the pairplots, I used them in every project for some time. I still use them a lot. Pair plots are several bivariate distributions in one…
A Complete Step by Step Tutorial on Sentiment Analysis in Keras and Tensorflow
Sentiment analysis is one of the very common natural language processing tasks. Businesses use sentiment analysis to understand social media comments, product reviews, and other text data efficiently. Tensorflow and…