From the course: AWS Certified Machine Learning Engineer Associate (MLA-C01) Cert Prep
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Hands-on learning: Create a data stream
From the course: AWS Certified Machine Learning Engineer Associate (MLA-C01) Cert Prep
Hands-on learning: Create a data stream
- [Instructor] Hi. Before doing this lab, you should be aware that Kinesis data streams is another service that's not on the free tier. And while the cost is low, you will incur a charge in your account of under 2 cents per hour for using Kinesis data streams in the course of this lab. If you don't want to do the lab in your own account, that's fine, just follow along with what I'm doing. In this lesson, we'll create a Kinesis data stream using the console, and later we'll consume the data in the stream using a Lambda function. Okay, let's open the AWS console and go to Kinesis. Let's go ahead and create our data stream by clicking the Create Data Stream button. Let's give it a name. And by the way, these names are case sensitive. Remember what you're naming it. For the stream capacity, we can choose on demand or provisioned. Now, since we're not on the free tier and we want to keep this as inexpensive as possible, let's go with provisioned and choose one shard. And you can see that…
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Contents
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Intro: Data storage and ingestion1m 10s
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The three Vs1m 54s
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Types of data3m 27s
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Batch versus streaming1m 32s
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OLTP vs. OLAP2m 11s
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Data formats4m 10s
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Data modeling3m 19s
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Data warehouses1m 17s
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Data lakes3m 1s
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Data ingestion scenarios3m 5s
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Amazon FSx4m 9s
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Hands-on learning: Loading data into model training resource8m 24s
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Amazon Kinesis Data Streams9m 18s
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Hands-on learning: Create a data stream3m 30s
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Using EFS with Lambda1m 25s
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Hands-on learning: Create an AWS Lambda function to consume a Kinesis Data Stream3m 50s
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Amazon Kinesis Client Library (KCL)2m 52s
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Apache Kafka7m 32s
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Amazon MSK6m 33s
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Kinesis vs. MSK4m 1s
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Amazon Data Firehose4m 9s
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Hands-on learning: Configure an Amazon Data Firehose stream5m 33s
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Amazon Managed Service for Apache Flink2m 22s
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Amazon Kinesis Analytics5m 22s
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Amazon Kinesis Video Streams5m 47s
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Amazon Redshift5m 14s
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Amazon Redshift Serverless5m 4s
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Storage platforms4m 14s
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Aligning to access patterns8m 35s
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Cost and performance comparisons3m 4s
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Extracting data from storage6m 56s
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Summary of storage options7m 43s
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Exam cram11m 34s
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