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Ace the Data Science Interview!

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Data Analytics

  • What is the difference between a BarChart and a Histogram ?  
  • What are the different types of Joins while wrangling data?  
  • What is ACID property in a database? For data analytics tasks, do you need to care about ACID properties ?  
  • Name a few problems that data analysts typically encounter?  
  • How do you handle missing data in an ML algorithm ?  
  • What is the difference between a Histogram and a Pareto plot ?
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Tags

ACID properties activation function analytics atomicity bar chart barchart bi-grams classification consistency decision boundary deep learning document representations durability embeddings gradient descent hmm inner join isolation join language model left join metrics missing data model complexity Natural Language Processing NLP nlp knowledge-graphs NLP naive-bayes outer join overfitting pareto chart parsing nlp recall right join search sigmoid smoothing speaker segmentation speech spelling sql tanh text generation topic modeling viterbi
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