Develop Your Data Engineering Skills

In this training, you will develop the ability to implement data pipelines and to monitor, troubleshoot, and optimize cost and performance issues in accordance with best practices.

Targeted Learning for AWS Certification

This course is designed for individuals who want to build their confidence and credibility in data engineering and data-related roles on AWS. It is perfect for candidates preparing for the AWS Certified Data Engineer - Associate exam and anyone looking to expand their knowledge in the data engineering field.

Comprehensive Coverage of Exam Domains

The training covers four essential exam domains, including Data Ingestion and Transformation, Data Store Management, Data Operations and Support, and Data Security and Governance.

Get Ready to Master Data Engineering on AWS

Join this course to develop your skills in implementing data pipelines, troubleshooting performance issues, and optimizing costs. Whether you are aiming for the AWS Certified Data Engineer - Associate certification or simply want to enhance your knowledge in data engineering on AWS, this training is tailored to meet your needs.

Curriculum

14 Chapters · 120 Lessons

  1. 1

    Introduction - Data is the new oil

    1. Introduction Free preview
  2. 2

    Know your trainer

    1. Know your trainer Free preview
  3. 3

    Getting started with Data Analytics

    1. Data Engineering on AWS Free preview
    2. (Included in full purchase)

      Basic Terminologies

  4. 4

    AWS Glue - Catalog and process your data

    1. Glue Data Catalog Free preview
    2. (Included in full purchase)

      Glue ETL - Part 1

    3. (Included in full purchase)

      Glue ETL - Part 2

    4. (Included in full purchase)

      Glue ETL - Part 3

    5. (Included in full purchase)

      Workflows

    6. (Included in full purchase)

      Job Bookmark

    7. (Included in full purchase)

      Execution Type

    8. (Included in full purchase)

      Data Quality - Part 1

    9. (Included in full purchase)

      Data Quality - Part 2

    10. (Included in full purchase)

      Glue Databrew

    11. (Included in full purchase)

      Additional Features

  5. 5

    Amazon Redshift - A data warehouse in AWS

    1. Amazon Redshift Free preview
    2. (Included in full purchase)

      Architecture

    3. (Included in full purchase)

      Creating a cluster

    4. (Included in full purchase)

      Query Editor v2

    5. (Included in full purchase)

      Distribution styles

    6. (Included in full purchase)

      Cluster operations

    7. (Included in full purchase)

      Data API

    8. (Included in full purchase)

      Redshift Spectrum

    9. (Included in full purchase)

      Redshift Serverless - Part 1

    10. (Included in full purchase)

      Redshift Serverless - Part 2

    11. (Included in full purchase)

      Materialized views

    12. (Included in full purchase)

      WLM and concurrency

    13. (Included in full purchase)

      Datashare

    14. (Included in full purchase)

      Additional information

  6. 6

    Processing Streaming Data on Amazon Kinesis and Amazon MSK

    1. (Included in full purchase)

      What is Streaming Data?

    2. (Included in full purchase)

      Streaming Services in AWS

    3. (Included in full purchase)

      Amazon Kinesis family

    4. (Included in full purchase)

      Amazon Kinesis Data Streams

    5. (Included in full purchase)

      Capacity Mode

    6. (Included in full purchase)

      Shard Iterators

    7. (Included in full purchase)

      Kinesis Data Generator

    8. (Included in full purchase)

      Data Stream Porducers

    9. (Included in full purchase)

      Data Stream Consumer

    10. (Included in full purchase)

      Enhanced fan-out

    11. (Included in full purchase)

      Amazon Kinesis Firehose

    12. (Included in full purchase)

      Dynamic Partitioning

    13. (Included in full purchase)

      Data Stream vs. Data Firehose

    14. (Included in full purchase)

      Managed Service for Apache Flink

    15. (Included in full purchase)

      Flink Application

    16. (Included in full purchase)

      Flink Studio

    17. (Included in full purchase)

      Apache Kafka

    18. (Included in full purchase)

      Amazon Managed Service for Kafka

    19. (Included in full purchase)

      MSK Cluster

    20. (Included in full purchase)

      Kafka Topic

    21. (Included in full purchase)

      Send and receive messages

    22. (Included in full purchase)

      Amazon MSK Serverless

    23. (Included in full purchase)

      MSK Provisioned vs. Serverless

    24. (Included in full purchase)

      Amazon MSK Connect

    25. (Included in full purchase)

      Amazon Kinesis vs. Amazon MSK

  7. 7

    Running Big data workloads on Amazon EMR

    1. (Included in full purchase)

      What is Big data?

    2. Map Reduce Free preview
    3. (Included in full purchase)

      Big data ecosystem

    4. (Included in full purchase)

      Amazon EMR

    5. (Included in full purchase)

      Storage for EMR

    6. (Included in full purchase)

      Creating EMR cluster - Part 1

    7. (Included in full purchase)

      Creating EMR cluster - Part 2

    8. (Included in full purchase)

      Migration

    9. (Included in full purchase)

      Amazon EMR Serverless

    10. (Included in full purchase)

      Cost optimization

  8. 8

    Building Datalakes on AWS

    1. (Included in full purchase)

      What is Datalake?

    2. (Included in full purchase)

      Data warehouse vs. Datalake

    3. (Included in full purchase)

      AWS Lake Formation

    4. (Included in full purchase)

      How it works?

    5. (Included in full purchase)

      Setting up a Datalake - Part 1

    6. (Included in full purchase)

      Setting up a Datalake - Part 2

    7. (Included in full purchase)

      Datalake permissions

    8. (Included in full purchase)

      Tag based permissions

    9. (Included in full purchase)

      Open Table Formats

  9. 9

    Query your data using Amazon Athena

    1. (Included in full purchase)

      Why to use Amazon Athena?

    2. (Included in full purchase)

      How it works?

    3. (Included in full purchase)

      Optimizing queries in Athena - Part 1

    4. (Included in full purchase)

      Optimizing queries in Athena - Part 2

    5. (Included in full purchase)

      Workgroups

    6. (Included in full purchase)

      Federated query - Part 1

    7. (Included in full purchase)

      Federated query - Part 2

  10. 10

    Visualize your data using Amazon Quicksight

    1. (Included in full purchase)

      Data visualization

    2. (Included in full purchase)

      Getting started

    3. (Included in full purchase)

      Integration with Amazon Athena

  11. 11

    Orchestrating your data pipeline

    1. (Included in full purchase)

      Orchestrating your data pipeline

    2. (Included in full purchase)

      Which one to choose?

    3. (Included in full purchase)

      Amazon AppFlow

    4. (Included in full purchase)

      AWS Data Exchange

    5. (Included in full purchase)

      AWS Step Functions - Part 1

    6. (Included in full purchase)

      AWS Step Functions - Part 2

    7. (Included in full purchase)

      AWS Step Functions - Part 3

  12. 12

    Data Migration services in AWS

    1. (Included in full purchase)

      A note before you proceed

    2. (Included in full purchase)

      Migrating your databases to AWS

    3. (Included in full purchase)

      AWS DMS - Part 1

    4. (Included in full purchase)

      AWS DMS - Part 2

    5. (Included in full purchase)

      AWS DMS - Part 3

    6. (Included in full purchase)

      Migrating your data to AWS

    7. (Included in full purchase)

      AWS DataSync - Part 1

    8. (Included in full purchase)

      AWS DataSync - Part 2

    9. (Included in full purchase)

      AWS Transfer Family - Part 1

    10. (Included in full purchase)

      AWS Transfer Family - Part 2

    11. (Included in full purchase)

      AWS Snow Family

  13. 13

    Going beyond AWS analytics services

    1. (Included in full purchase)

      A note before you proceed

    2. (Included in full purchase)

      AWS Lambda - Important features

    3. (Included in full purchase)

      AWS Lambda - Concurrency

    4. (Included in full purchase)

      AWS Lambda - Layers

    5. (Included in full purchase)

      AWS Lambda - VPC connectivity

    6. (Included in full purchase)

      AWS Lambda - Permissions

    7. (Included in full purchase)

      Amazon S3 - Encryption

    8. (Included in full purchase)

      Amazon S3 - Glacier Storage Tiers

    9. (Included in full purchase)

      Amazon S3 - Events Notification

    10. (Included in full purchase)

      Amazon S3 - Lifecycle policies

    11. (Included in full purchase)

      Amazon S3 - Intelligent Tier

    12. (Included in full purchase)

      Amazon S3 - Select

    13. (Included in full purchase)

      Amazon S3 - Object Lambda

    14. (Included in full purchase)

      Amazon EC2 - EBS volumes

    15. (Included in full purchase)

      Amazon RDS - Performance insights

    16. (Included in full purchase)

      Amazon DynamoDB - Streams

    17. (Included in full purchase)

      Amazon DynamoDB - Global tables

    18. (Included in full purchase)

      Amazon DynamoDB - Auto Scaling

  14. 14

    Final note

    1. (Included in full purchase)

      Final note

About the Creator

Hi there! I'm excited to guide you through the world of data engineering on AWS. With a focus on practical skills and real-world applications, I aim to equip you with the knowledge and expertise necessary to excel in data-related roles. Let's dive into the exciting realm of data engineering together!

Take the Next Step in Your Data Engineering Journey

Join the course to learn everything you need to know to excel in data engineering roles on AWS. Whether you are preparing for certification or seeking to expand your expertise, this training is for you.

£20.00

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