Mastering Histograms in Matplotlib
The histogram is one of the most popular plots. It is useful to understand the overall distribution of a continuous variable. So, almost in any data analysis or exploratory data…
Convolutional Neural Network
Developing a Convolutional Neural Network Model Using the Unlabeled Image Files Directly From the Image Directories
Convolutional Neural Network is a great tool for Image classification. It can perform other artificial intelligence tasks as well. But this article will focus primarily on image recognition. I have…
Some Tricks to Make Matplotlib Visualization Even Better
Matplotlib is arguably the most popular visualization library in Python. Also, some other higher-end libraries are also built on Matplotlib. I have a few articles on Matplotlib visualization techniques. Please…
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
3D Rendering set of emoji isolated on white.
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…