English | Size: 849.11 MB
Genre: eLearning
Sagemaker pipelines and the AWS ML Certification
00:00 Intro
03:00 Define business objectives
05:00 Problem framing
07:20 Problem formulation
11:10 What data do you need?
12:37 Observations
14:15 Storing data in AWS
16:21 ETL
17:41 Securing data
19:19 Loading data into pandas
20:18 Descriptive statistics
23:25 Feature selection and extraction
24:40 Encoding ordinal data
25:48 Cleaning data
26:39 Missing values
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