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Data Analytics

  • How do you handle missing data in an ML algorithm ?
  • What are the different types of Joins while wrangling data?
  • What is the difference between a Histogram and a Pareto plot ?
  • What is the difference between a BarChart and a Histogram ?
  • Name a few problems that data analysts typically encounter?
  • What is ACID property in a database? For data analytics tasks, do you need to care about ACID properties ?
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ACID properties activation function analytics atomicity bayesian modeling bi-grams bias in ML classification consistency decision boundary deep learning durability embeddings gender bias gradient descent hmm inner join isolation join language model left join logistic regression maximum likelihood estimate metrics missing data MLE model complexity Natural Language Processing NLP NLP naive-bayes optimization outer join overfitting recall right join search sigmoid smoothing speaker segmentation speech sql tanh text generation topic modeling viterbi

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Interview Preperation Question Bank: 
  • Popular Machine Learning Interview Questions with Answers
  • Popular Natural Language Processing (NLP) Interview Questions with Answers
  • Popular Deep Learning Interview Questions with Answers
  • Also check out our list of Top Machine Learning Interview Questions
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