Data Scientist — SeniorCovers statistical modeling, machine learning algorithms, and experiment design, matching the analytical depth senior data scientist interviews test.Price: US$ 24.89. 100 published questions in this package.Objectives

Statistics & Probability

Experimentation & A/B Testing

Machine Learning Fundamentals

Supervised Learning

Unsupervised Learning

Feature Engineering & Selection

Model Evaluation

Deep Learning

Python & Data Tooling

Business & Communication

MLOps

SyllabusStatistics & ProbabilityExperimentation & A/B TestingMachine Learning FundamentalsSupervised LearningUnsupervised LearningFeature Engineering & SelectionModel EvaluationDeep LearningPython & Data ToolingBusiness & CommunicationMLOpsSample questions

What is the difference between a population and a sample?

Explain the difference between the mean, median, and mode, and when you would prefer each.

What does the standard deviation tell you about a dataset?

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