Python Data Wrangling Tutorial: Cryptocurrency Edition
Bitcoin and cryptocurrency have been all the rage… but as data scientists, we’re empiricists, right? We don’t want to just take others’ word for...
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Data Science & Applied Machine Learning 101
Python Cheat Sheet for Data Science
Pandas, Numpy, and Scikit-Learn are among the most popular libraries for data science and analysis with Python. Numpy is used for lower level scientific computation. Pandas is...
How to Handle Imbalanced Classes in Machine Learning
Imbalanced classes put “accuracy” out of business. This is a surprisingly common problem in machine learning (specifically in classification),...
The Ultimate Python Seaborn Tutorial: Gotta Catch ‘Em All
In this step-by-step Seaborn tutorial, you’ll learn how to use one of Python’s most convenient libraries for data visualization. For those who’ve tinkered...
Python Machine Learning Tutorial, Scikit-Learn: Wine Snob Edition
In this end-to-end Python machine learning tutorial, you’ll learn how to use Scikit-Learn to build and tune a supervised learning model! We’ll be training and...
Keras Tutorial: The Ultimate Beginner’s Guide to Deep Learning in Python
In this step-by-step Keras tutorial, you’ll learn how to build a convolutional neural network in Python! In fact, we’ll be training a classifier for handwritten...