Exploratory Data Analysis in AWS

本课程是 Exam Prep MLS-C01: AWS Certified Specialty Machine Learning 专项课程的一部分

位教师：Whizlabs Instructor

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2个模块

深入了解一个主题并学习基础知识。

初级等级

推荐体验

6 小时完成

灵活的计划

自行安排学习进度

2个模块

深入了解一个主题并学习基础知识。

初级等级

推荐体验

6 小时完成

灵活的计划

自行安排学习进度

您将学到什么

Analyze and visualize data for machine learning
Demonstrate the implementation of Kinesis Data Streams
Examine AWS Glue service with creation of crawler and transform job

您将获得的技能

要了解的详细信息

可分享的证书

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作业

6 项作业

授课语言：英语（English）

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本课程是 Exam Prep MLS-C01: AWS Certified Specialty Machine Learning 专项课程专项课程的一部分

在注册此课程时，您还会同时注册此专项课程。

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获得可共享的职业证书

该课程共有2个模块

Exploratory Data Analysis in AWS is the second course in the AWS Certified Machine Learning Specialty specialization. The main focus of this course is to analyze Data Streams and Data Analytics services in AWS along with exploring Data Analysis in AWS. This course is divided into two modules and each module is further segmented by Lessons and Video Lectures. This course facilitates learners with approximately 2:00-2:30 Hours Video lectures that provide both Theory and Hands -On knowledge. Also, Graded and Ungraded Quiz are provided with every module in order to test the ability of learners.

Module 1:Introduction to Data Streams and Data Analytics services in AWS Welcome to Week 1 of Exploratory Data Analysis in AWS Course. In this week, we’ll Analyze working of Kinesis Data Streams and Kinesis Data Firehose. We’ll also gain demonstrations on Kinesis Data Streams and Kinesis Data Firehose. Finally, the week will end by implementing Kinesis Video Streams and Kinesis Data Analytics.

涵盖的内容

13个视频3篇阅读材料3个作业1个讨论话题

13个视频总计117分钟

Introduction to Kinesis Data Streams and Kinesis Data Firehose 8分钟
Kinesis Data Streams 8分钟
Create Kinesis Streams - S3 Bucket - Lambda: Hands On 6分钟
Building Realtime Data Streaming System-Kinesis Data Stream 11分钟
Kinesis Data Firehose 7分钟
Kinesis Data Firehose - Create S3 - VPC - VPC Flow Logs 8分钟
Kinesis Data Firehose - Internet Gateway - Subnet - EC2 Instance 9分钟
Kinesis Data Firehose - EC2 Logs - Create Subscription Filter: Data Delivery to S3 7分钟
Amazon EMR 9分钟
Amazon EMR - Launch EMR Cluster 12分钟
Amazon EMR - Submit Work & Validate 13分钟
Kinesis Video Streams 8分钟
Amazon Managed Service for Apache Flink 11分钟

3篇阅读材料总计30分钟

Course Outline 10分钟
Welcome to the Course 10分钟
Introduction to Data Streams and Data Analytics Services 10分钟

3个作业总计55分钟

Kinesis Data Streams and Kinesis Data Firehose Knowledge Test 20分钟
Kinesis: Video Streams and Data Analytics - Knowledge Test 10分钟
Week 1 Assessment 25分钟

1个讨论话题总计10分钟

Meet and Greet 10分钟

Welcome to Week 2 of the Exploratory Data Analysis in AWS Course. This week, we will learn about AWS Glue Service, which is a fully managed extract, transform, and load (ETL) service that can be used to perform data analysis on AWS. We will learn and implement Amazon Reshift and AWS Data Exchange. By the end of the week, we’ll Demonstrate AWS Glue Crawler and Create a transform job.