AWS Certified Data Engineer Complete Course | AWS Certified Data Engineer
AWS Certified Data Engineer Complete Course | AWS Certified Data Engineer
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▬▬▬▬▬ T I M E S T A M P S ⏰ ▬▬▬▬▬
00:00 Introduction
05:01 AWS Certified Data Engineer Course Structure
14:03 AWS Management Console with Amazon Q
24:08 What is Data Analysis Solution?
30:35 Day to Day tasks for AWS Data Engineer
33:34 Value of AWS Certified Data Engineer
38:13 5 Vs of Big Data
44:24 Throughput Vs Latency
48:31 Replayability and Stateful Vs Stateless Transactions
58:30 Data Volume Challenges
01:04:28 Types of Data
01:13:52 AWS Storage options
01:22:42 AWS S3 Cross Region Replication
01:40:50 Data Lake Architecture
01:50:33 AWS Athena Serverless Query Service
02:02:52 Data Storage Methods
02:12:10 What is Data Warehouse
02:22:43 Amazon RDS basics
02:30:07 Amazon DynamoDB fundamentals
02:34:50 Amazon Dynamo DB Tutorial
02:43:28 Amazon SageMaker Tutorial
02:48:35 Amazon Machine Learning
03:06:40 AWS Data Sources
03:54:41 Data Velocity Challenges
04:08:57 Batch Data Processing
04:26:25 Stream Data Processing
04:41:11 AWS EC2 Basic Infrastructure
06:10:31 Data Variety Problem
06:21:05 Structured Data
06:40:15 Semi-Structured Vs Unstructured Data
07:05:25 Data Veracity Problem
07:13:34 Common Data Issues
07:24:55 Database Consistency
07:53:06 Amazon AppStream
08:10:30 ETL Process (Extract, Transform, Load)
08:24:04 AWS Step Functions Use Cases
08:56:33 What is Kubernetes?
09:10:59 What is DevOps?
10:28:07 Value in Data Analysis Solution
10:42:18 Types of Data Analytics
11:35:06 Amazon QuickSight
12:24:30 Amazon Virtual Private Cloud (VPC)
12:41:04 How to Create VPC
13:04:53 What is AWS IAM
13:32:28 AWS Federated IAM Users
13:40:26 AWS CloudWatch Tutorial
14:07:46 Key Takeaways
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