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Data Analytics

  • What is the difference between a BarChart and a Histogram ?  
  • How do you handle missing data in an ML algorithm ?  
  • What is ACID property in a database? For data analytics tasks, do you need to care about ACID properties ?  
  • What are the different types of Joins while wrangling data?  
  • What is the difference between a Histogram and a Pareto plot ?  
  • Name a few problems that data analysts typically encounter?
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ACID properties activation function analytics atomicity barchart bar chart bi-grams classification consistency deep learning document representations durability embeddings gradient descent histogram 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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