Machine Learning Interview Prep
26 videos • 10,925 views • by Exponent
Prepare for upcoming machine learning interviews.
1
Instagram ML Question - Design a Ranking Model (Full Mock Interview with Senior Meta ML Engineer)
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2
Amazon Machine Learning Engineer Interview: K-Means Clustering
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3
Spotify ML Question - Design a Recommendation System (Full mock interview)
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4
Netflix ML Question - Design a System to Predict Netflix Watch Times (Full mock interview)
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5
Top 6 ML Engineer Interview Questions (with Snapchat MLE)
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6
ML System Design Mock Interview - Build an ML System That Classifies Which Tweets Are Toxic
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7
ML System Design Question - Create an ETA System for Maps (Full mock interview)
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8
Fake News Detection System - Machine Learning Mock Interview
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9
Machine Learning Question - Training AI to Detect Bots (Full mock interview)
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10
How to Become a Machine Learning Engineer
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11
ML Engineer Interviews Explained (in 5 Minutes)
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12
ML Design and Coding Question - Design an ML Model To Predict App Deletion (Full mock interview)
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13
Machine Learning Interview - Implement a 2D Convolutional Filter (with Senior Meta ML Engineer)
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14
ML Coding Question - KNN Algorithm (Full mock interview with Snapchat MLE)
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15
ML Coding Question - Implement K-Means (Full Mock Interview with Snapchat MLE)
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16
Machine Learning Interview - Select The Value of 'K' in the K-Means Algorithm (with Sr. Meta MLE)
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17
Gradient Descent Explained: Batch, Mini-Batch, and Stochastic (Simple)
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18
Importance of Feature Scaling and Normalization
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19
Handling Exploding Gradients in Machine Learning
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20
ML Training Data vs. Testing Data (Key Differences)
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21
Classification vs. Regression in Machine Learning
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22
When to Refresh an ML Model
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23
Machine Learning Interview - Deploy and Monitor Instagram Ranking (with Meta Senior ML Engineer)
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24
[Deleted video]
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25
[Deleted video]
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26
[Private video]
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