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

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