Data Science TutorialsDevelop your data science skills with tutorials in our blog. We cover everything from intricate data visualizations in Tableau to version control features in Git.
Continuous Deployment of Package Documentation with pkgdown and Travis CIFollow these simple steps to enable continuous deployment of your package documentation.
K-Means Clustering in Python with scikit-learnLearn about the inner workings of the K-Means clustering algorithm with an interesting case study.
Setup a Data Science Environment on your ComputerLearn about the various options you have to setup a data science environment with Python, R, Git, and Unix Shell on your local computer.
DataCamp Team •
June 27, 2018
Reconstructing Brain MRI Images Using Deep Learning (Convolutional Autoencoder)In this tutorial, you'll learn & understand how to read nifti format brain magnetic resonance imaging (MRI) images, reconstructing them using convolutional autoencoder.
Reconstructing Fingerprint Images Using Deep Learning (Convolutional Autoencoder)In this tutorial, you will learn and understand how to read jpeg format fingerprint images, reconstructing them using convolutional autoencoder.
Machine Learning and NLP using R: Topic Modeling and Music ClassificationIn this tutorial, you will build four models using Latent Dirichlet Allocation (LDA) and K-Means clustering machine learning algorithms.
Predicting the Status of H-1B Visa ApplicationsLearn how you can predict the status of a H-1B visa application with Machine Learning in Python.
R Decision Trees TutorialLearn all about decision trees, a form of supervised learning used in a variety of ways to solve regression and classification problems.
Using Python to Power Spreadsheets in Data ScienceLearn how Python can be used more effectively than Excel, with the Pandas package.
Converting Strings to Dates as datetime ObjectsLearn how to convert strings to datetime objects in Python and why doing so has become standard practice for working data scientists today.
TensorBoard TutorialVisualize the training parameters, metrics, hyperparameters or any statistics of your neural network with TensorBoard!
Installing Anaconda on Mac OS XThis tutorial will demonstrate how you can install Anaconda, a powerful package manager, on your Mac.
DataCamp Team •
June 5, 2018