Christian Pascual
Christian is a PhD student studying biostatistics in California. He enjoys making statistics and programming more accessible to a wider audience. Outside of school, he enjoys going to the gym, language learning, and woodworking.
10 articles
Christian Pascual
Christian is a PhD student studying biostatistics in California. He enjoys making statistics and programming more accessible to a wider audience. Outside of school, he enjoys going to the gym, language learning, and woodworking.
10 articles
- Article
Tutorial: Basic Statistics in Python — Descriptive Statistics
Learn how to do descriptive statistics in Python with this in-depth tutorial that covers the basics (mean, median, and mode) and more advanced topics.
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Tutorial: Basic Statistics in Python — Probability
Explore statistics for data science by learning probability is, normal distributions, and the z-score — all within the context of analyzing wine data.
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A Simple Guide to Linear Regression for Machine Learning
In this machine learning tutorial, we'll learn about linear regression and how to implement it in Python using an automobile dataset.
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Tutorial: Web Scraping in R with rvest
Learn how to do web scraping in R by using the rvest package to scrape data about the weather in this free R web scraping tutorial.
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How to Implement Support Vector Machines in Python
In this tutorial, we'll explore support vector machines (SVM) and how to implement them for classification tasks in Python.
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Data Visualization in R with ggplot2: A Beginner Tutorial
Learn to visualize your data using R and ggplot2 in this beginner-friendly tutorial that walks you through building a chart for data analysis.
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R API Tutorial: Getting Started with APIs in R
Learn how to access APIs using your R programming skills in this free tutorial covering how to get data from NASA's free ISS API.
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Python Dictionary Tutorial: Analyze Craft Beer with Dictionaries
Learn to use Python dictionaries to store, sort, and access data in this in-depth tutorial analyzing craft beer data to master dictionary techniques.
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Tutorial: Understanding Regression Error Metrics in Python
Error metrics are short and useful summaries of the quality of our data. We dive into four common regression metrics and discuss their use cases.
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Python Generators
Python generators are a powerful, but misunderstood tool. Use this tutorial to begin understanding, and using, generators.
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