Become an AWS Certified Data Engineer

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Syed Raza,ClayDesk E-learning

17:36:23

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1. Introduction

1. Introduction.mp4

05:01

2. Course Structure and Agenda.mp4

09:41

3. Important Note.html

4. Day-to-Day Activities of an AWS Data Engineer.mp4

02:55

5. Note Taking.html

6.1 2a.The-Value-of-AWS-Certified-Data-Engineer.pdf

6. The Value of AWS Certified Data Engineer.mp4

04:44

7. What is Data Analytics and Data Analysis Solutions.mp4

06:27

8. How to Create S3 Bucket with Amazon Q and New AWS Management Console.mp4

09:22

9. Challenges of Data Analytics.mp4

06:09

2. Data Ingestion and Transformation (34% of scored content)

1.1 3a.Throughput-and-Latency.pdf

1. Throughput VS Latency.mp4

04:05

2.1 3b.Replayability-and-Stateful-vs-Stateless-Transactions.pdf

2. Replayability, Stateful Vs Stateless Transactions.mp4

09:58

3. ETL Process.mp4

13:27

4.1 31a.AWS-Step-Functions-Use-Cases.pdf

4. AWS Step Functions Use Cases Architectures.mp4

20:10

5. Exercise AWS Step Functions.html

6. AWS Step Functions Workshop.mp4

04:28

7. AWS Athena.mp4

12:21

8. What is Kubernetes.mp4

07:54

9. How to Create Kubernetes Cluster.mp4

06:28

10. Cloud VS Distributed Computing.html

11. Common Data Transformation Issues and Debugging.html

12. Understanding DevOps.mp4

11:52

13. Continuous Integration Continuous Delivery.mp4

08:23

14. CICD Difference.mp4

08:28

15. What is Fan-in Fan-out in Stream Data Distribution.html

16. Understanding Even Driven Architecture.html

17. How to configure AWS services for data pipelines.html

3. Cloud Data Migration

1. Cloud Migration Benefits.mp4

09:58

2. Cloud Migration Strategies.mp4

05:41

3. Cloud Migration Process.mp4

10:37

4. AWS Migration Hub.mp4

07:44

5. Discovering your network infrastructure.mp4

11:01

6. Migrating your network infrastructure.mp4

06:38

7. Amazon EC2 recommendations.mp4

03:23

8. Migration acceleration program.mp4

04:53

9. AWS managed services.mp4

06:57

10. AWS Cloud data migration services.mp4

05:14

11. Online and offline data migration.mp4

09:14

12. Server migration service.mp4

04:11

13. How database migration service works.mp4

07:28

14. Database migration use cases.mp4

04:36

15. AWS Schema conversion tool.mp4

03:57

16. Sample database migration to AWS.mp4

14:31

17. Database migration best practices.mp4

09:12

4. Domain 2 Data Store Management (26% of scored content)

1. Data Volume.mp4

06:01

2. Types of Data.mp4

09:01

3. AWS S3 Storage Explained.mp4

15:02

4. How to Create Amazon S3 Bucket.mp4

10:55

5. Create S3 Bucket and Cross Region Replication.mp4

18:10

6. Introduction to Data Lakes Architecture.mp4

09:38

7. AWS Data Lake In-Depth.mp4

12:37

8. AWS Glue - AWS Athena.mp4

12:21

9. Data Storage Methods.mp4

09:18

10. Data Warehouses.mp4

10:25

11. Amazon RDS.mp4

07:31

12. Amazon DynamoDB.mp4

04:48

13. AWS DynamoDB Hands-on Lab.mp4

08:36

14. Amazon SageMaker.mp4

05:00

5. AWS Sage Maker and Machine Learning

1. The AWS Machine Learning Service.mp4

07:25

2. First steps in building a ML Model.mp4

10:45

3. Understanding AWS Datasources.mp4

09:54

4. ML Training Models.mp4

07:24

5. Importance of Feature Transformation.mp4

06:26

6. Evaluating Models.mp4

13:40

7. Preparing data for Machine Learning.mp4

03:33

8. Creating a datasource and model in AWS.mp4

07:01

9. Serverless ML Inference with AWS Lambda.mp4

08:31

10. What is SageMaker Revisited.mp4

05:00

11. Setting up AWS to use SageMaker.mp4

12:11

12. Machine Learning in SageMaker.mp4

05:30

13. Intro to Linear Learner.mp4

05:27

14. Preparing data for Linear Learner algorithm.mp4

06:43

15. Training data using Linear Learner.mp4

07:18

16. Creating a hyperparameter tuning job.mp4

09:54

6. Domain 3 Data Operations and Support (22% of scored content) Velocity Data

1. Batch Data Processing.mp4

12:35

2. Batch Processing Architecture.mp4

04:57

3. Velocity of Data Challenges.mp4

14:12

4. Stream Data Processing.mp4

14:44

7. AWS EC2 Deep Dive

1. EC2 Basic Infrastructure.mp4

14:10

2. Viewing your service limits.mp4

05:00

3. Instance lifecycle.mp4

05:56

4. Instance Types.mp4

06:16

5. Launching your first instance.mp4

08:04

6. Working with launch templates.mp4

20:15

7. Launching an instance from an existing instance.mp4

02:55

8. Instance states.mp4

07:10

9. Connecting to a Windows Instance.mp4

02:52

10. Connecting to a Linux Instance.mp4

04:51

11. Configuring your instance.mp4

06:49

12. Creating and sharing AMIs.mp4

11:36

13. Copying AMIs.mp4

05:40

14. Working with AMIs.mp4

02:49

15. Monitoring an EC2 Instance.mp4

09:06

16. EC2 Monitoring Lab.mp4

03:57

17. Using CloudTrail to Audit Users.mp4

06:16

8. Data Structure and Types

1. Data Variety Problem Source Data Storage.mp4

10:29

2. Structured Data Stores.mp4

19:15

3. Introduction to semi-structured and unstructured data stores.mp4

17:45

4. AWS RDS.mp4

07:21

9. Veracity Cleansing and Data Transformation

1. Data Veracity.mp4

08:06

2. Common Data Issues.mp4

11:25

3. Database Consistency.mp4

12:37

4. AWS ElasticCache.mp4

08:54

5. AWS AppStream.mp4

05:46

6. AWS GuardDuty.mp4

05:30

10. Reporting and Business Intelligence

1. Value in Data Analysis Solution.mp4

14:06

2. Types of Analytics.mp4

13:00

3. Visualizing Data.html

4. Creating Your First Visual With AWS QuickSight.mp4

15:40

5. AWS UI Hub.mp4

06:10

6. Uploading Data Set to S3.mp4

04:31

7. Creating Database and Tables.mp4

13:25

8. Making Connection AWS Athena to AWS QuickSight.mp4

11:09

9. AWS Sample Dataset.mp4

11:30

10. Upgrading AWS QuickSight to Enterprise and VPC.mp4

06:08

11. Importing CSV Data.mp4

06:41

12. AWS RDS Connection to AWS QuickSight.mp4

13:58

11. Domain 4 Data Security and Governance (18% of scored content)

1. Principle of Least Privilege as it applies to AWS Security.html

2. AWS Virtual Private Cloud (VPC) Introduction.mp4

06:07

3. Understanding Amazon VPC and Subnets.mp4

10:30

4. How to Create AWS VPC Hands-on Lab.mp4

09:01

5. VPC Security Networking Components.mp4

10:41

6. VPC Security.mp4

03:51

7. Difference Between Managed Services and Unmanaged Services.html

8. What is AWS IAM.mp4

16:25

9. IAM Roles and Policies.mp4

05:16

10. IAM Users and Groups.mp4

06:01

11. IAM Federated Users and Best Practices.mp4

07:56

12. IAM Design Principles.mp4

07:36

13. CloudWatch.mp4

13:21

14. CloudTrail.mp4

06:16

12. Conclusion

1.1 45.Key-Takeaways.pdf

1. Key Takeaways.mp4

04:26

13. Practice Exam Questions

1. AWS Certified Data Engineer - Associate Exam.html

14. Practice Exam #2

1. Practice Test #2 AWS Certified Data Engineer - Associate Exam.html

15. Resources

1.1 AWS-Certified-Data-Engineer-Associate Exam-Guide.pdf

1. AWS Certified Data Engineer Exam Guide.html

2.1 Resources.zip

2.2 WDI csv.zip

2. Download Resources.html

16. Additional Key Topics and Readings

1. Amazon EventBridge.html

2. Amazon Macie.mp4

02:35

3.1 glue-dg.pdf

3. How to Determine DPU Capacity.html

4. Amazon SQS.mp4

09:32

5.1 emr-release.pdf

5. Apache Hive on AWS.html

6.1 lake-formation-dg.pdf

6. Data filters in Lake Formation.html

7.1 redshift-dg.pdf

7. What is a Data Share Amazon RedShift Data Share.html

8.1 secretsmanager-userguide.pdf

8. How to Rotate AWS Secrets Manager secrets.html

Description

Learn how to become an AWS Certified Data Engineer -Associate with hands-on learning.

What You'll Learn?

Understanding AWS data storage options: Amazon S3, RDS, DynamoDB
Ingest and transform data, and orchestrate data pipelines while applying programming concepts.
Choose an optimal data store, design data models, catalog data schemas, and manage data lifecycles.
Operationalize, maintain, and monitor data pipelines. Analyze data and ensure data quality
Implement data pipelines and to monitor, troubleshoot, and optimize cost and performance issues
Working with AWS Data Pipeline for data movement and processing
Key concepts of AWS Glue for ETL processes
Querying data in S3 using AWS Athena

Who is this for?

Anyone who wants to get AWS Certified Data Engineer Associate certification

Beginner who wants to get into cloud computing and get AWS certified

What You Need to Know?

An understanding of the AWS services for encryption, governance, protection, and logging of all data that is part of data pipelines

The ability to compare AWS services to understand the cost, performance, and functional differences between services

AWS Foundational knowledge of services

General concepts for networking, storage, and compute

More details

Description
The AWS Certified Data Engineer - Associate (DEA-C01) exam validates a candidateâ€™s ability to implement data pipelines and to monitor, troubleshoot, and optimize cost and performance issues in accordance with best practices.
[v2024: This course is based on the current beta exam and the official exam guide. We'll keep it updated as final exams are released by AWS. Happy learning]
You should have the equivalent of 2â€“3 years of experience in data engineering. The target candidate should understand the effects of volume, variety, and velocity on data ingestion, transformation, modeling, security, governance, privacy, schema design, and optimal data store design. Additionally, the target candidate should have at least 1â€“2 years of hands-on experience with AWS services.
Course Description
This course covers all aspects of the following domain areas:
Domain 1: Data Ingestion and Transformation (34% of scored content)
Domain 2: Data Store Management (26% of scored content)
Domain 3: Data Operations and Support (22% of scored content)
Domain 4: Data Security and Governance (18% of scored content)
Why should you get AWS Certified?
Getting AWS Certified can help you propel your career, whether youâ€™re looking to find a new role, showcase your skills to take on a new project, or become your teamâ€™s go-to expert. And because AWS Certification exams are created by experts in the relevant role or technical area, preparing for one of these exams helps you build the required skills identified by skilled practitioners in the field.
See what our students say â€œIt is such a comprehensive course that I donâ€™t need to take any other course but this one to learn all important concepts and hand-on application with this AWS Certified Data Engineer - Associate course,Â and I would without a doubt recommend it to everyone.â€Â - Martha Jones
â€œThis is such an awesome course. Clear instruction, and I loved every bit of it â€“ WonderfulÂ learning experience!â€Â Carlos Nelson.
Join thousands of other students and share valuable experience.
This course also comes with:
Lifetime access to all future updates
A responsive instructor in the Q&A Section
Udemy Certificate of Completion Ready for Download
A 30 Day "No Questions Asked" Money Back Guarantee!
FREE AWS Certified Data Engineer-Â Associate quizzes and sample exam within this course.
FREE E-Book on AWS Cost Optimization
Why take this course?
As 8x AWS, Microsoft, and Cisco Certified,Â a senior Enterprise Architect & Project Manager managing and deploying enterprise level ITÂ projects,Â my experience with AWS has been phenomenally great! I am excited to share my knowledge and transfer skills to my students.Â
Enroll now inÂ AWS Certified Data Engineer - Associate (DEA-C01) course today and revolutionize your learning. Stay at the cutting edge of certification and AWS architectures- and enjoy bigger, brighter opportunities.
See you in class.
Syed
Team ClayDesk
Who this course is for:
Anyone who wants to get AWS Certified Data Engineer Associate certification
Beginner who wants to get into cloud computing and get AWS certified

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"You’re big on Udemy. Top 10% most engaging instructors BIG. Which means students can’t get enough of your courses. That kind of impact means you’re the reason students start new careers, get promotions, or try something new that brightens their day. Your success is well deserved" Frank Visciano - VP, Marketplace Content, The Udemy TeamHello, my name is Syed Raza and I am passionate about teaching valuable skills to students who are motivated to learn! My goal is to help you easily achieve your goals and objectives, whether that means enhancing your existing skill set, gain productivity at workplace, differentiate yourself, learning the new technological skills that are required to improve your career.Over the last 20 years, I have acquired valuable skill sand experience that allow me to provide you with great learning experience. I have numerous technical IT and developer certifications (AWS, MCSE+I, MCT, CCNA—including a PhD which enable me to teach a variety of powerful courses, from IT to Project Management.Providing technical and training solutions using AWS, Azure, Google Cloud, Red Hat OpenShift, Python, Java, JavaScript, React JS, GCP, Kubernetes, Jenkins, Ansible, and DockerAWS Certified Solutions Architect, DevOps Engineer building AWS pipelines using CodeStar and CodeCommittWorking knowledge of TensorFlow, Pytorch, Keras, Convolutional networks, and data science conceptsOf course, as my student, you are my #1 priority. All of my courses are designed to cater to ensure wide variety of audience. For example, if something remains unclear to you, or you need help understanding anything within my course, just send me a message and I will be happy to spend some one-on-one time with you in order to clarify and provide answers to your questions. This is to ensure you learn better and retain the knowledge. My courses will help you gain real world skills and knowledge and change your life today.Thank you for your interest in my courses, and in me as an instructor. I look forward to seeing you in one of my lectures very soon.Best Regards,SyedMission ClayDesk- ClayDesk E-Campus is dedicated to provide superior e-learning services worldwide.

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Welcome to the Knowledge factory by ClayDesk. My name is Syed Raza, and as the CEO of ClayDesk, I am delighted to provide learning solution to my students. My fellow co-instructors play an important part in building these courses to ensure quality and latest trends in learning - I encourage you to browse through our courses and enroll.1) We teach with passion and purpose! Every course is delivered with our students in mind. Teaching a combined student population of over 1+ Million happy students worldwide.2) Our courses will help you gain real world skills and knowledge and change your life today!3) Our dedication to the teaching profession and teaching online. Udemy has named our instructors as one of its top instructors.ClayDesk creates and distributes high quality technology training content. Our certified team of industry professionals have been training manpower for more than a decade. We aim to teach technology the way it is used in industry and professional world. We have professional team of trainers for technologies ranging from Mobility, Web to Enterprise and Database and Server Administration.Mission Statement- ClayDesk e-learning is dedicated to provide superior e-learning and outsourcing services worldwide.

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