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    Data Exploration with Pandas Profiler and D-Tale

    We all have heard how data is the new oil. I always say that if that is the case, we need to go through some refinement process before that raw oil is converted into useful...

    Building a High-Throughput Data Science Machine

    Insights on process and culture from The Climate Corporation’s Erik Andrejko This post was originally published on the O'Reilly Radar blog. Scaling...
    Data Science Leaders At Work Practical Techniques Data Scientists Reproducibility

    Genomic Ranges: An Introduction to Working with Genomic Data

    This is a guest blog post by Jack Fu. Jack is a PhD student in the Biostatistics Department at the Johns Hopkins Bloomberg School of Public Health,...
    Data Science Code Practical Techniques R

    Visual Logic Authoring vs Code

    At some point in their careers, almost every data scientist has written code to perform a series of steps, and thought, “It would be great if I could...
    Data Science Code Practical Techniques R Python

    R in Ecology

    This is a guest post from Auriel Fournier, a PhD Candidate with the Arkansas Cooperative Fish and Wildlife Research Unit at the University of...
    Data Science Code Practical Techniques R

    Applied Spatial Data Science with R

    Introduction I recently started working on my Ph.D dissertation which utilizes a vast amount of different spatial data types. During the process, I...
    Data Science Code Practical Techniques R

    Python 3 Support in Jupyter

    Domino lets you spin up Jupyter notebooks (and other interactive tools) with one click, on powerful cloud hardware. We recently added beta support...
    Data Science Code Practical Techniques Python

    Image diffing with CSS tricks

    We've been hard at work delivering exciting new features in Domino. Our latest release included a lot, including the ability to import/share data sets
    Data Science Engineering Domino Practical Techniques Domino Engineering

    Building Interactive Dashboards with Jupyter

    Welcome to Part II of "Advanced Jupyter Notebook Tricks." In Part I, I described magics, and how to calculate notebooks in "batch" mode to use them...
    Data Science Code Jupyter Practical Techniques Python data

    Advanced Jupyter Notebook Tricks

    I love Jupyter notebooks! They're great for experimenting with new ideas or data sets, and although my notebook "playgrounds" start out as a mess, I...
    Data Science Code Jupyter Practical Techniques Python

    Creating Interactive Crime Maps with Folium

    You can see this Domino project here. I get very excited about a nice map. But when it comes to creating maps in Python, I have struggled to find...
    Data Science Code Visualizations Practical Techniques Python data

    Predicting Winners of the Rugby World Cup

    This a guest post by Arnu Pretorius For the sake of brevity, not all the relevant data and code are displayed in this post but can rather be found ...
    Data Science random forest Practical Techniques R data model

    Better Interactive Data Science with Beaker and Rodeo

    Domino has offered support for IPython/Jupyter for a while, but we recently added support for two newer, up-and-coming tools for interactive data...
    Data Science Code Practical Techniques R Python

    To Jupyter and Beyond

    TLDR; Domino now supports Jupyter with R, Python, and Julia kernels as well as terminal access. It now renders ipynb files in the browser, letting...
    Data Science Code Practical Techniques Python

    A/B Testing with Hierarchical Models in Python

    In this post, I discuss a method for A/B testing using Beta-Binomial Hierarchical models to correct for a common pitfall when testing multiple...
    Data Science Model Management Practical Techniques Python

    Optimizing Chicago’s Services with the Power of Analytics

    In an effort to reduce the public’s exposure to food-borne illness, the City of Chicago partnered with Allstate’s Quantitative Research & Analytics...
    Data Science Code Machine Learning Practical Techniques R

    Faster Deep Learning with GPUs and Theano

    Domino recently added support for GPU instances. To celebrate this release, I will show you how to: Configure the Python library Theano to use the...
    Data Science Machine Learning Practical Techniques Python
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