![30 Questions to test a data scientist on Natural Language Processing [Solution: Skilltest – NLP]](https://s3-ap-south-1.amazonaws.com/av-blog-media/wp-content/uploads/2017/07/03095309/text-mining_small_H5AMwWm-258x169.png "30 Questions to test a data scientist on Natural Language Processing [Solution: Skilltest – NLP]")
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30 Questions to test a data scientist on Natural Language Processing [Solution: Skilltest – NLP]
Introduction Humans are social animals and language is our primary tool to communicate with the society. But, what if machines could understand our language …
![30 Questions to test a data scientist on Linear Regression [Solution: Skilltest – Linear Regression]](https://s3-ap-south-1.amazonaws.com/av-blog-media/wp-content/uploads/2017/07/03094331/liner_reger_small-258x169.png "30 Questions to test a data scientist on Linear Regression [Solution: Skilltest – Linear Regression]")
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30 Questions to test a data scientist on Linear Regression [Solution: Skilltest – Linear Regression]
Introduction Linear Regression is still the most prominently used statistical technique in data science industry and in academia to explain relationships between features. A …
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An Intuitive Understanding of Word Embeddings: From Count Vectors to Word2Vec
Introduction Before we start, have a look at the below examples. You open Google and search for a news article on the ongoing Champions …
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Building Trust in Machine Learning Models (using LIME in Python)
The value is not in software, the value is in data, and this is really important for every single company, that they understand what …
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Winners solutions & approach: The QuickSolver MiniHack, DataFest 2017
Introduction The best way to learn data science is to work on data problems and solve them. What is even better is to solve …
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40 questions to test your skill on R for Data Science
R is one of the most popular language among the data science community. If you are serious about data science, chances are that you …
![40 Questions to test a data scientist on Machine Learning [Solution: SkillPower – Machine Learning, DataFest 2017]](https://s3-ap-south-1.amazonaws.com/av-blog-media/wp-content/uploads/2017/04/30191417/41-258x169.png "40 Questions to test a data scientist on Machine Learning [Solution: SkillPower – Machine Learning, DataFest 2017]")
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40 Questions to test a data scientist on Machine Learning [Solution: SkillPower – Machine Learning, DataFest 2017]
Introduction Machine Learning is one of the most sought after skills these days. If you are a data scientist, then you need to be …
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Winners solutions and approach: Xtreme ML Hack, AV DataFest 2017
Introduction Analytics Vidhya just completed 4 years and we had to make sure we mark this event in style! We did that by creating …
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Deep Learning vs. Machine Learning – the essential differences you need to know!
Introduction Machine learning and deep learning on a rage! All of a sudden every one is talking about them – irrespective of whether they …
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Winner’s Approach – Rampaging DataHulk MiniHack, AV DataFest 2017
Introduction Who are you competing with? While participating in a hackathon, a lot of people think that they are competing against the top data …
