Machine Learning Interview Questions
Learn how to snag the most in demand role in the tech field today!
Created by John Bura
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Skill level
All levels
02
Sections
6
03
Lectures
27
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Instructor
John Bura
What's inside
This course includes.
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6
Sections
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27
Lectures
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27
Resources
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Certificate of completion
Included
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Mobile and desktop access
Included
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AI learning assistance
Included
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Course content
Curriculum & lectures.
+ 00 Course Intro 2 lectures
00. Course Intro
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Source Files
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+ 01. Basic ML Concepts 4 lectures
01-00. Intro
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01-01. What Is Machine Learning
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01-02. Types Of Machine Learning(1)
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01-03. Building A Machine Learning Model(1)
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+ 02. Algorithm Specific Questions 6 lectures
02-00. Intro
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02-01. How To Choose An Algorithm
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02-02. Common Machine Learning Algorithms Part 1
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02-03. Common Machine Learning Algorithms Part 2
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02-04. Common Machine Learning Algorithms Part 3
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02-05. Comparison Interview Questions
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+ 03. Model and Data Errors 4 lectures
03-00. Intro
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03-01. Data Related Errors
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03-02. Model Related Errors
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03-03. Results Testing Techniques
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+ 04. Application Machine Learning Questions 10 lectures
04-00. Intro
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04-01. Missing_Corrupted Data
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04-02. Selecting Important Variables
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04-03. Fixing Multicollinearity-
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04-04. Kernel Tick
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04-05. Slow Machine_Limited Memory
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04-06. Classification And Random Sampling
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04-07. Low Training Error With High Validation Error
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04-08. Cross Validation On Time Series Data
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04-09. Amazon Recommendation System
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+ 05 Course Summary and Outro 1 lecture
05. Course Summary And Outro
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Description
What questions do they ask at the machine learning interview?
About this course.
What questions do they ask at the machine learning interview?
- Basic machine learning concepts
- Specific machine learning algorithms
- Algorithm and data testing and evaluation
- Practical machine learning application questions
- Prepare for the machine learning interview
What will I learn in this course?
- Learn to answer questions you will see at the interview
- Learn talking points you should include in your responses
- Some questions are definitions, others are compare and contrast, others are aimed at explaining how something works or describing a process
- Questions are theory based
Target Audience
- Anyone with some machine learning knowledge
- If you are a senior machine learning engineer, this course will be simple but a good review of the fundamentals
- Anyone applying for a junior or intermediate machine learning role
- Anyone who wants to learn more about specific areas of machine learning
Don't miss out! Enroll now.
Limited spots.
Instructors
Taught by people who ship.
John Bura
Founder and CEO of Mammoth Club and Course Pro, the #1 AI-powered Learning Management System for course and content development, training and evaluation.
Ready to start building?
Learn how to snag the most in demand role in the tech field today!