Building Batch Data Analytics Solutions on AWS
- Live Demonstrations
- Presentations
- Group Discussions
- Hands-On Labs
- Frequent Knowledge Checks
- Platform engineers for data
- Designers and managers of the data analytics pipelines
- Completed either AWS Technical Essentials or Architecting on AWS
- Completed either Building Data Lakes on AWS or Getting Started with AWS Glue.
Module A: Overview of Data Analytics and the Data Pipeline
- Data analytics use cases
- Using the data pipeline for analytics
Module 1: Introduction to Amazon EMR
- Using Amazon EMR in analytics solutions
- Amazon EMR cluster architecture
- Interactive Demo 1: Launching an Amazon EMR cluster
- Cost management strategies
Module 2: Data Analytics Pipeline Using Amazon EMR: Ingestion and Storage
- Storage optimization with Amazon EMR
- Data ingestion techniques
Module 3: High-Performance Batch Data Analytics Using Apache Spark on Amazon EMR
- Apache Spark on Amazon EMR use cases
- Why Apache Spark on Amazon EMR
- Spark concepts
- Interactive Demo 2: Connect to an EMR cluster and perform Scala commands using the Spark shell
- Transformation, processing, and analytics
- Using notebooks with Amazon EMR
- Practice Lab 1: Low-latency data analytics using Apache Spark on Amazon EMR
Module 4: Processing and Analyzing Batch Data with Amazon EMR and Apache Hive
- Using Amazon EMR with Hive to process batch data
- Transformation, processing, and analytics
- Practice Lab 2: Batch data processing using Amazon EMR with Hive
- Introduction to Apache HBase on Amazon EMR
Module 5: Serverless Data Processing
- Serverless data processing, transformation, and analytics
- Using AWS Glue with Amazon EMR workloads
- Practice Lab 3: Orchestrate data processing in Spark using AWS Step Functions
Module 6: Security and Monitoring of Amazon EMR Clusters
- Securing EMR clusters
- Interactive Demo 3: Client-side encryption with EMRFS
- Monitoring and troubleshooting Amazon EMR clusters
- Demo: Reviewing Apache Spark cluster history
Module 7: Designing Batch Data Analytics Solutions
- Batch data analytics use cases
- Activity: Designing a batch data analytics workflow
Module B: Developing Modern Data Architectures on AWS
- Modern data architectures
Why choose Cloud Wizard
- Advanced Tier Training Partner
- Amazon Authorised Instructors
- Official AWS Content
- Hands-on Labs
Class Deliverables
- E-Content kit by AWS
- Hands-on labs
- Class completion certificates
- Exam Prep sessions
Dates Available
Choose a date that works for you and click on Book Now to proceed with your registration.
Don't see a date that works for you?
Fill in the form below to let us know.
Related courses
Related products
-
AWS Training
The Machine Learning Pipeline on AWS
The course explores the usage of the iterative Machine Learning (ML) pipeline to solve real-world business problems in a project-based environment. You will learn about each phase of the pipeline from an experienced AWS instructor via live presentations and demonstrations. You will then go on to complete a project while solving one of the three business problems such as fraud detection, recommendation engines or flight delays. By the end of this course you will have built, trained, evaluated and deployed a ML model using Amazon SageMaker to solve a selected business problem. It also prepares you for the AWS Certified Machine Learning – Speciality certification.
This course is recommended for developers, solution architects, data engineers and anyone who wishes to learn more about the ML pipeline using Amazon SageMaker. We recommend you to have basic knowledge of Python programming language, basic understanding of AWS cloud services and basic experience of working in a Jupyter notebook environment.
-
AWS Training
AWS Cloud for Finance Professionals
This course is aimed at enterprise level financial stakeholders who need to learn to manage, optimize and plan the organization’s cloud spend. You will learn to be more accountable and price conscious from an expert AWS Instructor. The course runs for two days and is focused on learning to innovate within your financial organization
As part of the course, you’ll learn to define cloud business models, estimate costs associated with your AWS account with the existing and future workloads. Tools used for reporting, monitoring, allocating, optimizing and planning AWS spending through pricing models on AWS Cloud shall also be covered.
If you are a Financial Stakeholder in an organization who wants to learn how to maximize cloud business value and use CFM best practices and to help the finance teams to innovate with AWS, this course is ideal for you. It is delivered by an Amazon Authorized Instructor with a mix of presentation, theory and knowledge checks.
-
AWS Training
AWS Technical Essentials
This introductory course is designed to teach you AWS products, services and common solutions. You will understand the basics of identifying appropriate AWS services to make conscious decisions based on your business requirements
You will learn several terms and concepts related to the AWS Cloud along with navigating the AWS Management console, AWS Security measures and AWS Identity and Access Management
If you work with customers to share the technical benefits of the AWS Cloud with them, this course is for you. SysOps administrators, Solution Architects and developers along with Individuals who are keen to learn the AWS cloud can also join. The course is delivered by AWS Instructors with a mix of theoretical and practical exercises
-
AWS Training
Developing on AWS
This course is for developers who want to learn to interact with AWS services to build web applications. You’ll go through a high-level architectural discussion on selecting resources as well as using AWS Software Development Kits (AWS SDKs) and Command line interface (AWS CLI). It will also cover usage of AWS Core Services, configuring authentications, deploying applications to the cloud and debugging them to resolve potential issues.
If you are an experienced software developer, solution architect or IT employee who wants to develop AWS Cloud skills, this course is for you. Additionally, it’ll help you prepare for the AWS Certified Developer Associate certification. The course delivery is done by an expert AWS instructor with theory, real-life scenarios and hands-on labs