This course is designed to guide you through the essential AWS services for data collection and storage. You'll begin with in-depth exploration of data streaming using Amazon Kinesis. Learn to handle data producers and consumers, set up Kinesis Data Firehose, and integrate CloudWatch filters, all while gaining hands-on experience with real-time data ingestion. Practical exercises will help you understand key scaling and security features, ensuring that your data streams are managed efficiently.
AWS Data Collection and Storage
This course is part of AWS Certified Data Analytics Specialty (2023) Hands-on Specialization
Instructor: Packt - Course Instructors
Included with
Recommended experience
What you'll learn
Set up and manage data pipelines using Kinesis and S3 for real-time data processing
Implement S3 security features, including encryption and bucket policies, to ensure data protection
Configure and apply lifecycle policies, replication, and versioning in S3 for efficient data management
Optimize DynamoDB throughput and analyze methods for managing large datasets
Skills you'll gain
Details to know
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October 2024
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There are 3 modules in this course
In this module, we will introduce the overall structure of the course, including a detailed overview of the hands-on case study on Cadabra.com. Additionally, we will guide you through the process of setting up an AWS budget to manage costs efficiently while using various AWS services throughout the course.
What's included
3 videos2 readings
In this module, we will explore the different AWS tools for real-time data collection, including Kinesis Data Streams, Firehose, and SQS. You'll engage in hands-on exercises to set up Kinesis Producers and Consumers, work with CloudWatch subscription filters, and build a system for populating an S3 data lake. The module also includes advanced topics like enhanced fan-out, scaling, and security best practices.
What's included
24 videos
In this module, we will focus on AWS storage solutions, primarily S3 and DynamoDB. Through hands-on activities, you will gain practical experience configuring S3 security policies, versioning, replication, and event notifications. Additionally, you will explore DynamoDB’s advanced features, including read/write capacity units, global/local indexes, and DynamoDB Streams. We will also examine the interplay between S3 and DynamoDB in large-scale data management solutions.
What's included
41 videos1 reading1 assignment
Instructor
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Frequently asked questions
Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.
If you decide to enroll in the course before the session start date, you will have access to all of the lecture videos and readings for the course. You’ll be able to submit assignments once the session starts.
Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.