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AWS Associate Data Engineer Training Course Overview
AWS Associate Data Engineer Training Course Outline
Domain 1: Data Ingestion and Transformation
- Perform Data Ingestion
- Throughput and Latency Characteristics for AWS Services that Ingest Data
- Data Ingestion Patterns
- Streaming Data Ingestion
- Batch Data Ingestion
- Replayability of Data Ingestion Pipelines
- Stateful and Stateless Data Transactions
- Transform and Process Data
- Creation of ETL Pipelines Based on Business Requirements
- Volume, Velocity, and Variety of Data
- Cloud Computing and Distributed Computing
- How to Use Apache Spark to Process Data
- Intermediate Data Staging Locations
- Orchestrate Data Pipelines
- How to Integrate Various AWS Services to Create ETL Pipelines
- Event-driven Architecture
- How to Configure AWS Services for Data Pipelines Based on Schedules or Dependencies
- Serverless Workflows
- Apply Programming Concepts
- Continuous Integration and Continuous Delivery
- SQL Queries
- Infrastructure as Code
- Distributed Computing
- Data Structures and Algorithms
- SQL Query Optimisation
Domain 2: Data Store Management
- Choose a Data Store
- Storage Platforms and Their Characteristics
- Storage Services and Configurations for Specific Performance Demands
- Data Storage Formats
- How to Align Data Storage with Data Migration Requirements
- How to Determine the Appropriate Storage Solution for Specific Access Patterns
- How to Manage Locks to Prevent Access to Data
- Understand Data Cataloguing Systems
- How to Create a Data Catalog
- Data Classification Based on Requirements
- Components of Metadata and Data Catalogs
- Manage the Lifecycle of Data
- Appropriate Storage Solutions to Address Hot and Cold Data Requirements
- How to Optimise the Cost of Storage Based on the Data Lifecycle
- How to Delete Data to Meet Business and Legal Requirements
- Data Retention Policies and Archiving Strategies
- How to Protect Data with Appropriate Resiliency and Availability
- Design Data Models and Schema Evolution
- Data Modelling Concepts
- How to Ensure Accuracy and Trustworthiness of Data by Using Data Lineage
- Best Practices for Indexing, Partitioning Strategies, Compression, and Other Data Optimisation Techniques
- How to Model Structured, Semi-structured, and Unstructured Data
- Schema Evolution Techniques
Domain 3: Data Operations and Support
- Automate Data Processing by Using AWS Services
- How to Maintain and Troubleshoot Data Processing for Repeatable Business Outcomes
- API Calls for Data Processing
- Which Services Accept Scripting
- Analyse Data by Using AWS Services
- Tradeoffs Between Provisioned Services and Serverless Services
- SQL Queries
- How to Visualise Data for Analysis
- When and How to Apply Cleansing Techniques
- Data Aggregation, Rolling Average, Grouping, and Pivoting
- Maintain and Monitor Data Pipelines
- How to Log Application Data
- Best Practices for Performance Tuning
- How to Log Access to AWS Services
- Amazon Macie, AWS CloudTrail, and Amazon CloudWatch
- Ensure Data Quality
- Data Sampling Techniques
- How to Implement Data Skew Mechanisms
- Data Validation
- Data Profiling
Domain 4: Data Security and Governance
- Apply Authentication Mechanisms
- VPC Security Networking Concepts
- Differences Between Managed Services and Unmanaged Services
- Authentication Methods
- Differences Between AWS Managed Policies and Customer Managed Policies
- Apply Authorisation Mechanisms
- Authorisation Methods
- Principle of Least Privilege as It Applies to AWS Security
- Role-based Access Control and Expected Access Patterns
- Methods to Protect Data from Unauthorised Access Across Services
- Ensure Data Encryption and Masking
- Data Encryption Options Available in AWS Analytics Services
- Differences Between Client-side Encryption and Server-side Encryption
- Protection of Sensitive Data
- Data Anonymisation, Masking, and Key Salting
- Prepare Logs for Audit
- How to Log Application Data
- How to Log Access to AWS Services
- Centralised AWS Logs
- Understand Data Privacy and Governance.
- How to Protect Personally Identifiable Information
- Data Sovereignty
Who should attend this AWS Associate Data Engineer Training Course?
This AWS Associate Data Engineer Training Course is ideal for individuals eager to enhance their expertise in cloud-based data engineering using AWS technologies. It is particularly beneficial for:
- Data Engineers
- Database Administrators
- Big Data Analysts
- IT Professionals working with large datasets
- Software Developers interested in data processing
- Data Architects
- Cloud Solution Architects
Prerequisites of AWS Associate Data Engineer Training Course:
There are no formal prerequisites to attend this AWS Associate Data Engineer Training Course.
AWS Associate Data Engineer Training Course Overview
Amazon Web Services (AWS) is a comprehensive cloud computing platform that offers a broad set of infrastructure services, such as computing power, storage options, and networking capabilities. Its importance lies in its flexibility, scalability, and cost-efficiency, which make it essential for businesses of all sizes that aim to optimise their IT operations and reduce overhead. For organisations, this AWS Certified Data Engineer – Associate Training provides a strategic advantage by enhancing their team’s ability to efficiently manage and analyse large data sets within the AWS ecosystem. For individuals, the training offers deep insights and practical skills in handling data engineering tasks, improving their proficiency and effectiveness in their current roles.
In the AWS Associate Data Engineer Training course, delegates will gain a robust understanding of data engineering principles on the AWS platform, focusing on data ingestion, transformation, storage, and security. The course is designed to equip participants with the skills to build, maintain, and optimise data systems and architectures in AWS, using the latest tools and technologies for effective data processing and analysis.
Course Objectives:
- To perform data ingestion and establish data pipelines
- To design and implement ETL solutions on AWS
- To manage data storage and lifecycle efficiently
- To ensure data security and compliance within AWS
- To apply automation in data operations using AWS services
- To utilise AWS tools for data analysis and visualisation
After attending this training, delegates will be able to design and implement comprehensive data engineering solutions within the AWS cloud environment. They will have the skills to handle data at every stage of its lifecycle—from ingestion through to analysis and archiving—using AWS services and best practices. Additionally, they will be proficient in setting up secure, scalable, and cost-effective data infrastructures.
What’s included in this AWS Associate Data Engineer Training Course?
- World-Class Training Sessions from Experienced Instructors
- AWS Associate Data Engineer Training Certificate
- Digital Delegate Pack
Why choose us
Ways to take this course
Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led AWS Associate Data Engineer Training Course. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.
Live classes
Join a scheduled class with a live instructor and other delegates.
Interactive
Engage in activities, and communicate with your trainer and peers.
Global Pool of the Best Trainers
We handpick from a global pool of expert trainers for our Online Instructor-led courses.
Expertise
With 10+ years of quality, instructor-led training, we equip professionals with lasting skills for success.
Global Reach
With classes running in all timezones, access any of our courses and course material from anywhere, anytime.
Unlock your potential with The Knowledge Academy's AWS Associate Data Engineer Training Course, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.
Experience the most sought-after learning style with The Knowledge Academy's AWS Associate Data Engineer Training Course. Available in 490+ locations across 190+ countries, our hand-picked Classroom venues offer an invaluable human touch. Immerse yourself in a comprehensive, interactive experience with our expert-led AWS Associate Data Engineer Training Course sessions.
Highly experienced trainers
Boost your skills with our expert trainers, boasting 10+ years of real-world experience, ensuring an engaging and informative training experience
State of the art training venues
We only use the highest standard of learning facilities to make sure your experience is as comfortable and distraction-free as possible
Small class sizes
Our Classroom courses with limited class sizes foster discussions and provide a personalised, interactive learning environment
Great value for money
Achieve certification without breaking the bank. Find a lower price elsewhere? We'll match it to guarantee you the best value
Streamline large-scale training requirements with The Knowledge Academy’s In-house/Onsite AWS Associate Data Engineer Training Course at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.
Tailored learning experience
Leverage benefits offered from a certification that fits your unique business or project needs
Maximise your training budget
Cut unnecessary costs and focus your entire budget on what really matters, the training.
Team building opportunity
Our AWS Associate Data Engineer Training Course offers a unique chance for your team to bond and engage in discussions, enriching the learning experience beyond traditional classroom settings
Monitor employees progress
The course know-how will help you track and evaluate your employees' progression and performance with relative ease
What our customers are saying
AWS Associate Data Engineer Training Course FAQs
Please arrive at the venue at 8:45am.
We are able to provide support via phone & email prior to attending, during and after the course.
Delegate pack consisting of course notes and exercises, Manual, Experienced Instructor, and Refreshments
This course is [ 3 ] day(s)
Once your booking has been placed and confirmed, you will receive an email which contains your course location, course overview, pre-course reading material (if required), course agenda and payment receipts
The Knowledge Academy is the Leading global training provider for AWS Associate Data Engineer Training Course.
Please see our AWS Certification Training Courses courses available in the United Kingdom
Why choose us
Best price in the industry
You won't find better value in the marketplace. If you do find a lower price, we will beat it.
Many delivery methods
Flexible delivery methods are available depending on your learning style.
High quality resources
Resources are included for a comprehensive learning experience.
"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"
Joshua Davies, Thames Water
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