In this article we will see how we can use Nlphose along with Pyspark to execute a NLP pipeline and gather information about the famous journey from Jules Verne’s book ‘Around the World in 80 days‘. Here is the link to the ⬇️ Pyspark notebook used in this article. From my personal experience what I ...

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A typical Natural Language Processing(NLP) pipeline contains many inference tasks by employing models created in different programing languages and frameworks. Today there are many established ways to deploy and scale inference mechanisms based on a single ML model. But scaling a pipeline is not tha ...

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When you look at the images of galaxy and nebulae on the internet, you won’t realize that stars are generally absent or very dim. In reality that is not the case. There are tons of stars surrounding these objects. Special tools are used to remove these stars and make the images look pretty. Starnet ...

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In this article I will show you how to perform language identification on tweets and how to stream the results to a webpage and display a real time visualization. We will use my open source project nlphose and C3.js to create this visualization in minutes and without writing any Python code ! To r ...

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Recently I completed work on a tool called nlphoseGUI that allows creation of complex NLP pipelines visually, without writing a single line of code ! It uses Blockly to enable creation of NLP pipelines using drag and drop. ✨Checkout the live demo here ! Currently following operations are suppor ...

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Few months ago I started work on my open source project called nlphose. This project attempts to create command line utilities which can be piped together to perform various NLP tasks. When combined with a streaming source of text , such as twint or logs, you can create a complex pipeline that can p ...

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Writing a game can be a very fun task if you are using a framework like Phaser. I came across Phaser when I was looking for javascript libraries for game development. What I liked about Phaser is that is not just a physics engine, but has many features which make creating games using Javascript a br ...

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Watch the below video to know how you can create your very own real time twitter analytics system in minutes without writing any code. You can create powerful custom dashboard to monitor data without writing any code. This video shows how to create a real time twitter analytics system without wri ...

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One great feature of Google Cloud Storage is it’s ability to support streaming uploads and downloads. This allows us to upload data of arbitrary length, without having to download it onto disk. This can be a great option in a variety of scenarios, like archiving tweets to Cloud Storage or say saving ...

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In this DIY data science experiment we attempt to uncover more insights from tweets about Netflix by using fastText’s language identification model.We find top 10 languages used for tweeting about Netflix and their distribution around the world. The fastText language identification model is less th ...

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