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Word vector is a model of multi-dimensional vector representation of words. Similarity in the vector values often accompanies a semantic relation between words. But exploring the vector space further, we can find more interesting and surprising relations. I will shed some light on the mathematical meaning of the word vectors using an interactive visualization. Word2vec is a model of multi dimensional vector representation of words. Exploring the relations in vector space one can find that it surprisingly well preserves semantic analogies between words. In the talk I will use my interactive visualization with pre trained vectors from GloVe to illustrate the examples and relations

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corpus-data nlp python word-embeddings word2vec

exploring-word-vector's Introduction

Hi there ๐Ÿ‘‹

I am all about Data who

  • ๐Ÿ’ช loves to solve complex problems in diverse domains
  • ๐Ÿ”ฅ handled challenging tasks in fraud detection, scoring algorithams & NLP Techniques
  • โšก plays with all kinds of data structures - text, image, graph, numerical etc
  • โ˜€๏ธ at the end of the day, aims to make the data shine!
  • ๐Ÿ“ I am thinking write at Medium

๐Ÿ“ฌ Reach me at : LinkedIn

Languages and Tools :

Python, R, SQL, GIT, PowerBI, Data Visualization, Deep Learning, MLOps

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