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Home » Ebooks & Tutorials » Technical » OS & Server » 52 Weeks of AWS : Episode 25 – ML Cert Sagemaker Pipelines Part 1 | Pragmatic AI Solutions

52 Weeks of AWS : Episode 25 – ML Cert Sagemaker Pipelines Part 1 | Pragmatic AI Solutions

12/07/2022 Tut4DL Leave a Comment


52 Weeks of AWS : Episode 25 – ML Cert Sagemaker Pipelines Part 1 | Pragmatic AI Solutions
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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OS & Server 52 Weeks of AWS, Episode 25, ML Cert, Pipelines, SAGEMAKER

← 52 Weeks of Cloud : Episode 28 – Conversation with Piero Molino and Ludwig/Predibase | Pragmatic AI Solutions 52 Weeks of AWS : Episode 25 – AWS ML Cert-Sagemaker pipelines Part 2 | Pragmatic AI Solutions →

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