Publications by Dario Radečić
Python Dash vs. R Shiny — Which To Choose in 2021 and Beyond
Python or R for web apps and dashboards? Well, it depends. Developing dashboards is no small task. You have to think about a vast amount of technical details and at the same time build something easy and enjoyable to use. Let’s say you have those areas covered. The question remains — which technology should you use? R or Python? Today we...
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Python Dash vs. R Shiny – Which To Choose in 2021 and Beyond
Python and Dash vs. R and Shiny Developing dashboards is no small task. You have to think about a vast amount of technical details and at the same time build something easy and enjoyable to use. Let’s say you have those areas covered. The question remains – which technology should you use? R or Python? Today we’ll compare two technologies...
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How to Make Stunning Line Charts in R: A Complete Guide with ggplot2
Are your visualizations an eyesore? There might be something you can do about it. Are your visualizations an eyesore? The 1990s are over, pal. Terrible-looking visualizations are no longer acceptable, no matter how useful they might otherwise be. Luckily, there’s a lot you can do to quickly and easily enhance the aesthetics of your visualizatio...
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How to Make Stunning Line Charts in R: A Complete Guide with ggplot2
Line Charts with R Are your visualizations an eyesore? The 1990s are over, pal. Terrible-looking visualizations are no longer acceptable, no matter how useful they might otherwise be. Luckily, there’s a lot you can do to quickly and easily enhance the aesthetics of your visualizations. Today you’ll learn how to make impressive line charts wit...
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Top 3 Classification Machine Learning Metrics – Ditch Accuracy Once and For All
Accuracy can be misleading, especially with class-imbalanced datasets. That’s why you should replace it with a more robust metric. Today you’ll learn three of them – and implement them from scratch. Here’s what you’ll learn today: Why accuracy sucks Confusion matrix crash course Precision Recall F-Beta measure Why accuracy sucks Let�...
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How to Make Stunning Scatter Plots in R: A Complete Guide with ggplot2
Scatter Plots with R Do you want to make stunning visualizations, but they always end up looking like a potato? It’s a tough place to be. Luckily, R makes it easy to produce great-looking visuals. Today you’ll learn how to create impressive scatter plots with R and the ggplot2 package. Read the series from the beginning: How to Make Stunning...
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Machine Learning with R: A Complete Guide to Linear Regression
The easiest guide to machine learning and simple and multiple linear regression with R. Chances are you had some prior exposure to machine learning and statistics. Basically, that’s all linear regression is — a simple statistics problem. Today you’ll learn the different types of linear regression and how to implement all of them in R: ...
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Machine Learning with R: A Complete Guide to Linear Regression
Linear Regression with R Chances are you had some prior exposure to machine learning and statistics. Basically, that’s all linear regression is – a simple statistics problem. Need help with Machine Learning solutions? Reach out to Appsilon. Today you’ll learn the different types of linear regression and how to implement all of them in R....
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How to Make Stunning Geomaps in R: A Complete Guide with Leaflet
A complete guide to GeoMaps with R and Leaflet. Data visualization can be tough to get right, and geospatial data is not an exception. Today you’ll learn how to build aesthetically pleasing interactive maps with R and leaflet. The article is structured in the following way: Dataset loading and preparation Create your first map Tweak marker si...
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How to Make Stunning Geomaps in R: A Complete Guide with Leaflet
Geo maps with R and Leaflet Data visualization can be tough to get right, and geospatial data is not an exception. Today you’ll learn how to build aesthetically pleasing interactive maps with R and leaflet. Having problems with basic R visualizations? Here’s our guide for building stunning scatter plots. The article is structured in the fo...
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