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    About Joshua Poduska

    The Future of Data Science - Mining GTC 2021 for Trends

    Deep learning enthusiasts are increasingly putting NVIDIA’s GTC at the top of their gotta-be-there conference list. I enjoyed mining this year’s...

    Trending Toward Concept Building - A Review of Model Interpretability for Deep Neural Networks

    We are at an interesting time in our industry when it comes to validating models - a crossroads of sorts when you think about it. There is an...

    The Role of Containers on MLOps and Model Production

    Container technology has changed the way data science gets done. The original container use case for data science focused on what I call,...

    Density-Based Clustering

    Original content by Manojit Nandi - Updated by Josh Poduska. Cluster Analysis is an important problem in data analysis. Data scientists use...

    A Practitioner's Guide to Deep Learning with Ludwig

    Joshua Poduska provides a distilled overview of Ludwig including when to use Ludwig’s command-line syntax and when to use its Python API. Introduction

    Can Data Science Help Us Make Sense of the Mueller Report?

    This blog post provides insights on how to apply Natural Language Processing (NLP) techniques. The Mueller Report The Mueller Report, officially...

    SHAP and LIME Python Libraries: Part 2 - Using SHAP and LIME

    This blog post provides insights on how to use the SHAP and LIME Python libraries in practice and how to interpret their output, helping readers...

    SHAP and LIME Python Libraries: Part 1 - Great Explainers, with Pros and Cons to Both

    This blog post provides a brief technical introduction to the SHAP and LIME Python libraries, followed by code and output to highlight a few pros and...

    Benchmarking NVIDIA CUDA 9 and Amazon EC2 P3 Instances Using Fashion MNIST

    In this post, Josh Poduska, Chief Data Scientist at Domino Data Lab, writes about benchmarking NVIDIA CUDA 9 and Amazon EC2 P3 Instances Using...

    Avoiding a Data Science Hype Bubble

    In this post, Josh Poduska, Chief Data Scientist at Domino Data Lab, advocates for a common taxonomy of terms within the data science industry. The...