What is linear optimization? Where is it used?
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Explain the steps for a data analytics project
What is nosql? Name some examples of nosql databases. What is a key value store? What is column storage? What is a document database?
What is a z test?
Explain auto-encoder
What is machine learning? What is the difference between supervised and unsupervised methods?
What is the central limit theorem and why is it important?
Explain the differences between univariate and multivariate analysis?
How do you use lambda in python?
What is the difference between data science, machine learning and artificial intelligence?
What are the important skills to have in python with regard to data analysis?
Explain why data cleansing is essential and which method you use to maintain clean data?
What is an Eigenvalue and Eigenvector?
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