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Udacity

Machine Learning Interview Preparation

via Udacity

Overview

In this course, you’ll learn exactly what to expect during a machine learning interview. You’ll cover all the common questions and technical strategies, and review a range of important topics, from machine learning algorithms to image categorization. You’ll also learn best practices for data structure questions and whiteboard problems, and at the end of the course, you’ll get unlimited access to mock interviews on Pramp. Complete this course and hone your interview skills today!

Syllabus

  • Machine Learning Interview Guide
    • Learn what to expect in a machine learning interview,Approach your next interview as a conversation, not a test,Focus on the importance of industry-based research
  • Machine Learning Interview Practice
    • Predict rain, identify fish, detect plagiarism,Reduce data dimensionality and explore how SVMs work,Answer practice questions to test your skills in computer science fundamentals, applications of machine learning algorithms, and other key interview topics
  • Technical Interviewing Techniques
    • Learn how to answer interview questions in an engaging way,Practice clarifying the question, confirming inputs, writing test cases, and analyzing runtime,Access unlimited mock interviews with Pramp!

Taught by

Arpan Chakraborty, Brynn Claypoole and Horatio Thomas

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