From the course: AWS Certified Machine Learning Engineer Associate (MLA-C01) Cert Prep
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Hands-on learning: Create an AWS Glue Data Catalog
From the course: AWS Certified Machine Learning Engineer Associate (MLA-C01) Cert Prep
Hands-on learning: Create an AWS Glue Data Catalog
- [Instructor] In this lesson, we're going to use the AWS console to create a database in an AWS Glue catalog that uses an S3 bucket for its source data. All right, let's begin. Start in the AWS console and go to the S3 console by searching for S3. And the first thing we're going to do is create a bucket to hold our data. So let's click Create Bucket and leave all the settings as they are. But you have to create a unique bucket name for this bucket. I'm going to start my name with dea-course. And then to make it unique, I'm going to put some initials or put my name after it and you should do the same. And then maybe if you add some random numbers as well to make sure that the bucket name is unique. Okay, keep everything as it is and then click the Create Bucket. Now we're going to click on the name of our bucket. Now click on the Upload button and choose Add Folder. And let's add the amazon-data folder in our course downloads. Click Upload. And just click the Upload button at the…
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Contents
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Intro: Exploratory data analysis1m 9s
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Plots6m 15s
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Data types9m 10s
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Data distribution3m 42s
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Feature engineering2m 3s
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Data transformation (numbers-categories)11m 9s
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Data transformation (text-images)17m 15s
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Imputation techniques7m 11s
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Unbalanced data4m 36s
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Outliers3m 33s
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Amazon EMR introduction3m 52s
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Apache Hadoop1m 48s
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Hadoop frameworks2m 18s
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Apache Spark3m 12s
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Amazon EMR architecture7m 48s
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Hands-on learning: Launch an EMR cluster13m 7s
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Transforming streaming data (Lambda and Spark)3m 52s
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EMR Serverless3m 16s
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Amazon SageMaker Feature Store8m 42s
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AWS Glue8m 18s
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Hands-on learning: AWS Glue (crawler and transformation)9m 1s
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AWS Glue Data Catalog1m 17s
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Hands-on learning: Create an AWS Glue Data Catalog3m 13s
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AWS Glue DataBrew3m 1s
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Hands-on learning: Create a DataBrew project5m 37s
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Amazon Athena5m 38s
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Hands-on learning: Running SQL queries in Athena7m 9s
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Exam cram5m 52s
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