Publications by modern.data
Part II: Deploying a Dash Application to Operationalize Machine Learning Models
Note: This guide is intended for use with version 3.3 of Plotly On-Premise. In Part I of the tutorial, we created and configured an Azure VM. We then installed Dash Enterprise on the Azure VM. Finally, we configured Dash Enterprise and verified that our hostname pointed to the Azure VM’s public IP address.We proceeded with a Self-Signed SSL Cer...
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Why Dash uses the MIT license (and NOT a copyleft GPL license)
Is GPL software overly restrictive? Software licensing can be a personal or philosophical choice, and we’re not looking to incite controversy. But, we do want to examine why more and more developers are opting for permissive licensing. At Plotly, we offer our flagship open-source software through the MIT license. Why? It’s simple: we want...
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Customizable Dash front-ends for word2vec and NLP backends
“When is Mom’s birthday?” “Remind me to pick up flowers and a cake this afternoon.” “How do I get to the nearest flower shop?” “Find the best bakeries near me.” “Find a route to Mom’s house.” In our modern times, personal assistants are not exclusive to executives in high-powered jobs; we can now talk directly to our phone...
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Pattern-Matching Callbacks in Dash
Learn about this feature in a special live webinar and AMA on May 7, 2020 at 1pm EDT with Plotly’s CTO and cofounder, Alex Johnson. Written by: Alex Johnson, Plotly CTO Before we start, I’d like to thank codefour for generously sponsoring this open-source feature and providing excellent feedback throughout its development. Collaborating...
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Understanding Word Embedding Arithmetic: Why there’s no single answer to “King - Man + Woman = ?”
Representing words in a numerical format has been a challenging and important first step in building any kind of Machine Learning (ML) system for processing natural language, be it for modelling social media sentiment, classifying emails, recognizing names inside documents, or translating sentences into other languages. Machine Learning models ca...
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Integrate machine learning and big data into real-time business intelligence with Snowflake and Plotly’s Dash
Business intelligence (BI) is an indispensable tool for many, if not most, modern organizations. BI covers an entire gamut of end-to-end activities from data mining to reporting, all carried out with a core goal assisting critical business decision making. How significant has BI become? One indication of its popularity can be gleaned from this Go...
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The history of autonomous vehicle datasets and 3 open-source Python apps for visualizing them
Special thanks to Plotly investor, NVIDIA, for their help in reviewing these open-source Dash applications for autonomous vehicle R&D, and Lyft for initial data visualization development in Plotly. Author: Xing Han Lu, @xhlulu (originally posted on Medium) To learn more about how to use Dash for Autonomous Vehicle and AI Applications register f...
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