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AWS Certified Data Analytics Specialty 2023 – Hands On!

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Practice exam included! AWS DAS-C01 certification prep course with exercises. Kinesis, EMR, DynamoDB, Redshift and more!

01 - Introduction

001 Course Overview

002 Introducing our Hands-On Case Study Cadabra.com

003 Udemy 101

004 Get the Course Materials.html

005 Cost of the Course + AWS Budget Setup

02 - Domain 1 Collection

001 Collection Section Introduction

002 Kinesis Data Streams Overview

003 Kinesis Producers

004 Kinesis Consumers

005 Kinesis Data Streams - Hands On

006 Kinesis Enhanced Fan Out

007 Kinesis Scaling

008 Kinesis - Handling Duplicate Records

009 Kinesis Security

010 Kinesis Data Firehose

011 CloudWatch Subscription Filters with Kinesis

012 [Exercise] Kinesis Firehose, Part 1

013 [Exercise] Kinesis Firehose, Part 2

014 [Exercise] Kinesis Firehose, Part 3

015 Troubleshooting Info for the Following Exercise.html

016 [Exercise] Kinesis Data Streams

017 SQS Overview

018 Kinesis Data Streams vs SQS

019 IoT Overview

020 IoT Components Deep Dive

021 Database Migration Service (DMS)

022 Direct Connect

023 Snow Family

024 MSK Managed Streaming for Apache Kafka

025 MSK Connect

026 MSK Serverless

027 Kinesis vs MSK

03 - Domain 2 Storage

001 S3 Overview

002 S3 Hands On

003 S3 Storage Classes

004 S3 Storage Classes - Hands On

005 S3 Lifecycle Rules

006 S3 Lifecycle Rules - Hands On

007 S3 Versioning

008 S3 Versioning - Hands On

009 S3 Replication

010 S3 Replication - Hands On

011 S3 Performance

012 S3 Encryption

013 S3 Encryption - Hands On

014 S3 Security & Bucket Policies

015 S3 Security & Bucket Policies - Hands On

016 S3 & Glacier Select

017 S3 Event Notifications

018 S3 Event Notifications - Hands On

019 DynamoDB Overview

020 DynamoDB Basics - Hands On

021 DynamoDB In Big data

022 DynamoDB RCU & WCU - Throughput

023 DynamoDB RCU & WCU - Hands On

024 DynamoDB Basic APIs

025 DynamoDB Basic APIs - Hands On

026 DynamoDB Indexes (GSI + LSI)

027 DynamoDB Indexes (GSI + LSI) - Hands On

028 DynamoDB PartiQL

029 DynamoDB DAX

030 DynamoDB DAX - Hands On

031 DynamoDB Streams

032 DynamoDB Streams - Hands On

033 DynamoDB TTL

034 DynamoDB Patterns with S3

035 DynamoDB Security

036 [Exercise] DynamoDB

037 ElastiCache Overview

04 - Domain 3 Processing

001 Section Introduction Processing

002 What is AWS Lambda

003 Lambda Integration - Part 1

004 Lambda Integration - Part 2

005 Lambda Costs, Promises, and Anti-Patterns

006 [Exercise] AWS Lambda

007 What is Glue + Partitioning your Data Lake

008 Glue, Hive, and ETL

009 Modifying the Glue Data Catalog from ETL Scripts

010 Glue ETL Developer Endpoints, Running ETL Jobs with Bookmarks

011 Glue Costs and Anti-Patterns

012 AWS Glue Studio

013 AWS Glue DataBrew

014 AWS Glue Elastic Views (coming soon )

015 AWS Lake Formation

016 Elastic MapReduce (EMR) Architecture and Usage

017 EMR, AWS integration, and Storage

018 EMR Promises; Intro to Hadoop

019 EMR Serverless

020 Intro to Apache Spark

021 Spark Integration with Kinesis and Redshift

022 Hive on EMR

023 Pig on EMR

024 HBase on EMR

025 Presto on EMR

026 Zeppelin and EMR Notebooks

027 Hue, Splunk, and Flume

028 S3DistCP and Other Services

029 EMR Security and Instance Types

030 [Exercise] Elastic MapReduce, Part 1

031 [Exercise] Elastic MapReduce, Part 2

032 AWS Data Pipeline

033 AWS Step Functions

05 - Domain 4 Analysis

001 Section Introduction Analysis

002 Intro to Kinesis Analytics

003 Kinesis Analytics Costs; RANDOM CUT FOREST

004 [Exercise] Kinesis Analytics, Part 1

005 [Exercise] Kinesis Analytics, Part 2

006 [Exercise] Kinesis Analytics, Part 3

007 [Exercise] Kinesis Analytics, Part 4

008 Note Amazon Elasticsearch has been renamed to Amazon OpenSearch.html

009 Intro to Opensearch (formerly Elasticsearch)

010 Amazon Opensearch Service

011 Opensearch Index Management and Designing for Stability

012 Amazon Opensearch Service Performance

013 [Exercise] Amazon Opensearch Service

014 Intro to Athena

015 Athena and Glue, Costs, and Security

016 Athena Performance

017 Athena ACID Transactions

018 [Exercise] AWS Glue and Athena

019 Redshift Intro and Architecture

020 Redshift Spectrum and Performance Tuning

021 Redshift Durability and Scaling

022 Redshift Distribution Styles

023 Redshift Sort Keys

024 Redshift Data Flows and the COPY command

025 Redshift Integration WLM Vacuum Anti-Patterns

026 Redshift Resizing (elastic vs. classic) and new Redshift features in 2020

027 Newer Redshift Features, AQUA

028 Redshift Security Concerns

029 Redshift Serverless

030 Note, a free trial of Redshift is available.html

031 [Exercise] Redshift Spectrum, Pt. 1

032 [Exercise] Redshift Spectrum, Pt. 2

033 Amazon Relational Database Service (RDS) and Aurora

06 - Domain 5 Visualization

001 Section Introduction Visualization

002 Intro to Amazon Quicksight

003 Quicksight Pricing and Dashboards; ML Insights

004 Quicksight Q

005 Choosing Visualization Types

006 [Exercise] Amazon Quicksight

007 Other Visualization Tools (HighCharts, D3, etc)

07 - Domain 6 Security

001 Encryption 101

002 S3 Encryption (Reminder)

003 KMS Overview

004 KMS Key Rotation

005 Cloud HSM Overview

006 AWS Services Security Deep Dive (13)

007 AWS Services Security Deep Dive (23)

008 AWS Services Security Deep Dive (33)

009 STS and Cross Account Access

010 Identity Federation

011 Policies - Advanced

012 CloudTrail

013 VPC Endpoints

08 - Everything Else

001 AWS Services Integrations

002 Instance Types for Big Data

003 EC2 for Big Data

004 Interacting with Data with AWS AppSync and Amazon Kendra

005 AWS Data Exchange

006 Amazon AppFlow

007 AWS Cleanup.html

09 - Preparing for the Exam

001 Exam Tips

002 State of Learning Checkpoint

003 Exam Walkthrough and Signup

004 Save 50% on your AWS Exam Cost!

005 Get an Extra 30 Minutes on your AWS Exam - Non Native English Speakers only

external-links.txt

10 - Appendix Machine Learning topics for the legacy AWS Certified Big Data exam

001 Should you take this section of the course.html

002 Machine Learning 101

003 Classification Models

004 Amazon ML Service

005 SageMaker

006 Deep Learning 101

007 Note Amazon Machine Learning Service is now deprecated!.html

008 [Exercise] Amazon Machine Learning, Part 1

009 [Exercise] Amazon Machine Learning, Part 2

11 - Wrapping Up

001 Congratulations! Now make sure youre ready

002 THANK YOU!

003 Bonus Lecture.html

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تولید کننده: Udemy-Training