Data Science Interview Prep
About this Course
Data science job interviews can be daunting. Technical interviewers often ask you to design an experiment or model. You may need to solve problems using Python and SQL. You will likely need to show how you connect data skills to business decisions and strategy.
In this course, you'll review the common questions asked in data science, data analyst, and machine learning interviews. You'll learn how to answer machine learning questions about …
Data Science Interview Prep
About this Course
Data science job interviews can be daunting. Technical interviewers often ask you to design an experiment or model. You may need to solve problems using Python and SQL. You will likely need to show how you connect data skills to business decisions and strategy.
In this course, you'll review the common questions asked in data science, data analyst, and machine learning interviews. You'll learn how to answer machine learning questions about predictions, underfitting and overfitting. You'll walk through typical data analyst questions about statistics and probability. Then, you'll dive deeper into the data structures and algorithms you need to know. You'll also learn tips for answering questions like, "Tell me about one of your recent projects." At the end of the course, you'll have a chance to practice what you've learned. You'll receive a link for unlimited mock interviews on Pramp. Practice the skills you need to show up for your data science interview with confidence!
Prepare for data science interviews by practicing data analysis, machine learning, and data structure and algorithms questions.
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Knowing what to expect and practicing are keys to technical interview success. But, knowing the right answer is only part of the process. You also need to show how you tackle problems and communicate your thinking. In this course, you’ll learn how to approach an interview not as a test, but a showcase. You’ll learn to prepare not through memorization, but through process. You’ll learn tips for remaining calm so you can answer with confidence to show your expertise.
,This course will help you prepare and practice for your data science interview. Experienced data scientists will walk you through clear steps for answering tough questions. They’ll share their tips for how to respond when you are nervous or don’t know the answer. Then, you’ll have an opportunity to practice what you’ve learned in mock interviews.
,Udacity partners with tech industry leaders to bring you the most comprehensive resources for your job search. Join this course if you want to be in the driver’s seat of your job search where you decide which roles to interview for and land those interviews!
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lesson 1
Ace the Data Scientist Interview
Explore jobs and roles in Data Science
Learn how to effectively solve problems
lesson 2
Data Analysis Interview Practice
Query a SQL database
Evaluate free throw probability
Maximize difference in an integer array and design a spam classifier
lesson 3
Machine Learning Interview Practice
Predict rain, identify fish, detect plagiarism
Reduce data dimensionality
Explore how SVMs work
lesson 4
Practice Interviewing
Practice Mock Interviews with Pramp!
lesson 5
Behavioral Questions
Master behavioral interview questions
Learn how to get past interview “fails”
