If you are new to JanusGraph and the Gremlin query language, like I am, you would be confused about the out(), outE(), in(), and inE() methods. If you look at examples of these functions, you'll not ...
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JanusGraph is a graph processing tool that can process graphs stored on clusters with multiple nodes. JanusGraph is designed for massive clusters and for real-time traversals and analytics queries. ...
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I have talked about Kinesis before, and I'm sure you've been using Kinesis for longer than me. But according to what I've seen, not all teams or companies use all parts of Kinesis. And, there are fou...
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Parquet is an open source file format by Apache for the Hadoop infrastructure. Well, it started as a file format for Hadoop, but it has since become very popular and even cloud service providers such...
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As the data generated from IoT devices, mobile devices, applications, etc. increases at an hourly rate, creating a data lake to store all that data is getting crucial for almost any application at sc...
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Lemmatization is one of the most common text pre-processing techniques used in Natural Language Processing (NLP) and machine learning in general. If you've already read my post about stemming of word...
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Stemming is one of the most common data pre-processing operations we do in almost all Natural Language Processing (NLP) projects. If you're new to this space, it is possible that you don't exactly kn...
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More in The fastText Series. Working with text datasets is very common in data science problems. A good example of this is sentiment analysis, where you get social network posts as data sets....
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If you're new to the world of data science, you'll know that lack of knowledge in statistics could sometimes be very frustrating and hinder progress. It becomes very important to know at least the ba...
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Not a lot of us have heard of Affective Computing. Most people I have spoken to about this didn't know anything about Affective Computing. So I thought, I'll just write an intro, explaining what I ha...
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