ML Engineering Starter Pack: Data structures, Prob & Stats, ML Algorithms

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CONTAINERIZING AN ML MODEL WITH DOCKER [ 💾 GitHub source code ]
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0:00 - Intro
0:26 - Data Structure Big-O Notation
3:00 - Data Structure Types
10:10 - ZazenCodes
10:45 - Prob & Stats Bayes Theorem
14:50 - Prob & Stats Standard Deviation
16:18 - Prob & Stats Correlation Coefficient
18:33 - Prob & Stats Normal Distribution
20:23 - ML Algos Linear Regression
22:03 - ML Algos Logistic Regression
23:35 - ML Algos Decision Tree
25:02 - ML Algos KMeans
27:30 - ML Algos Data Pre-Processing
31:03 - Outro

Видео ML Engineering Starter Pack: Data structures, Prob & Stats, ML Algorithms канала ZazenCodes