Securing Data Analytics Pipelines on AWS from Pluralsight

As you start preparing for your AWS certified Data Analytics Specialty exam, you need to pay close attention to the security aspect of this certification. This course will teach you how to set up access control and encryption to your data analytics pipelines.

When you think about data analytics, securing the end to end data flow right from data ingestion to visualization is very important. In this course, Securing Data Analytics Pipelines on AWS, you’ll learn to secure and protect the data both at rest and in transit. First, you’ll explore different authentication and authorization mechanisms that are available in AWS IAM, understand users, groups, policies, and best practices in securing AWS resources. Next, you’ll discover how to encrypt and decrypt sensitive data against any potential risk both at rest and in transit. Finally, you’ll learn how to use various AWS services to understand compliance and governance against industry standards like HIPAA, PCI, and setup controls that can monitor and alert any violations. When you’re finished with this course, you’ll have the skills and knowledge of Securing Data Analytics pipelines needed to clear the AWS Certified Data Analytics Specialty exam.

What's inside

Syllabus

Course Overview

AWS Authorization and Authentication Mechanism

AWS Data Protection and Encryption Strategies

Data Governance and Compliance Controls

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Focuses on securing data analytics pipelines in AWS, meeting industry standards and preparing learners for the AWS Certified Data Analytics Specialty exam

Explores essential data analytics security concepts, including authentication, access control, and data encryption

Taught by Saravanan Dhandapani, an experienced instructor in data analytics and AWS security

Provides hands-on labs and interactive materials to enhance practical understanding

Requires prior knowledge of AWS and basic data analytics concepts

Suitable for professionals preparing for the AWS Certified Data Analytics Specialty exam or those seeking to enhance their data analytics security skills

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Securing Data Analytics Pipelines on AWS with these activities:

Review Course Materials

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Review course materials to ensure familiarity with key concepts and terminology

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Go through the course syllabus and identify the main topics covered
Read assigned textbooks and articles
Watch video lectures and complete practice exercises

Join a Study Group

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Join a study group to discuss course material, share notes, and collaborate on assignments

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Find a study group or create your own
Meet regularly to discuss course material
Share notes and work on assignments together

AWS IAM Documentation Walkthrough

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Walk through the AWS IAM documentation to strengthen your understanding of access control

Browse courses on AWS IAM

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Review the main IAM documentation page
Read through the sections on users, groups, and roles
Learn about different types of policies and how to create them

Four other activities

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Design a Data Analytics Pipeline

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Design a data analytics pipeline that incorporates security best practices to protect data throughout its lifecycle

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Define the data sources and destination
Choose the appropriate data transformation and analysis tools
Implement security measures to protect data at each stage of the pipeline

Create a Data Encryption Plan

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Develop a plan for encrypting data at rest and in transit to protect it from unauthorized access

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Identify the data that needs to be encrypted
Choose the appropriate encryption method for each type of data
Implement the encryption plan using AWS KMS or AWS Secrets Manager

AWS Data Analytics Specialty Practice Exam

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Take practice exams to test your understanding of the material and identify areas for improvement

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Find a reputable practice exam provider
Take the practice exam under timed conditions
Review your results and identify areas for improvement

Conduct a Security Audit Report

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Conduct a security audit to identify potential vulnerabilities in your data analytics pipeline and recommend mitigation strategies

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Define the scope and objectives of the audit
Identify potential risks and threats to data
Develop and implement a plan to mitigate the identified risks

Career center

Learners who complete Securing Data Analytics Pipelines on AWS will develop knowledge and skills that may be useful to these careers:

Data Security Analyst

As a Data Security Analyst, your primary responsibility is to protect an organization's data from unauthorized access, use, and disclosure. With this course, you will learn about various authentication and authorization mechanisms that are available in AWS IAM, as well as how to encrypt and decrypt sensitive data both at rest and in transit. This knowledge will aid in the development of robust security measures for safeguarding data.

See salaries and explore the career path for Data Security Analyst

Data Governance Analyst

As a Data Governance Analyst, you will need to understand compliance and governance against industry standards. This course will teach you about various AWS services that you can use to meet these requirements. With your newfound knowledge of HIPAA and PCI compliance, you'll be able to help your organization stay in compliance and protect your data.

See salaries and explore the career path for Data Governance Analyst

Data Protection Officer

As a Data Protection Officer, you will play a key role in ensuring that an organization's data is protected. This course will teach you how to set up access control and encryption to your data analytics pipelines. With this knowledge, you will be able to help an organization meet its data protection obligations.

See salaries and explore the career path for Data Protection Officer

Data Scientist

As a Data Scientist, you will need to understand how to secure data analytics pipelines. This course will teach you how to set up access control and encryption to your data analytics pipelines. With this knowledge, you will be able to help your organization protect its data and meet its compliance requirements.

See salaries and explore the career path for Data Scientist

Data Engineer

As a Data Engineer, you will need to understand how to secure data analytics pipelines. This course will teach you how to set up access control and encryption to your data analytics pipelines. With this knowledge, you will be able to help your organization protect its data and meet its compliance requirements.

See salaries and explore the career path for Data Engineer

Security Engineer

As a Security Engineer, you will need to secure data analytics pipelines. This course will teach you how to set up access control and encryption to your data analytics pipelines, and how to understand compliance and governance against industry standards like HIPAA, PCI, and setup controls that can monitor and alert any violations. With this knowledge, you'll be able to help your organization protect its data and meet its compliance requirements.

See salaries and explore the career path for Security Engineer

Compliance Analyst

As a Compliance Analyst, you will need to understand how to set up access control and encryption to data analytics pipelines, and how to understand compliance and governance against industry standards like HIPAA, PCI, and setup controls that can monitor and alert any violations. With this knowledge, you will be able to help your organization stay in compliance and protect your data.

See salaries and explore the career path for Compliance Analyst

Cloud Architect

As a Cloud Architect, you will need to understand how to secure data analytics pipelines on AWS. This course will teach you how to set up access control and encryption to your data analytics pipelines. With this knowledge, you will be able to help your organization protect its data and meet its compliance requirements.

See salaries and explore the career path for Cloud Architect

Information Security Analyst

As an Information Security Analyst, you will need to understand how to secure data analytics pipelines. This course will teach you how to set up access control and encryption to your data analytics pipelines. With this knowledge, you will be able to help your organization protect its data and meet its compliance requirements.

See salaries and explore the career path for Information Security Analyst

Data Analyst

As a Data Analyst, you will need to understand how to secure data analytics pipelines. This course will teach you how to set up access control and encryption to your data analytics pipelines. With this knowledge, you will be able to help your organization protect its data and meet its compliance requirements.

See salaries and explore the career path for Data Analyst

DevOps Engineer

As a DevOps Engineer, you will need to understand how to secure data analytics pipelines. This course will teach you how to set up access control and encryption to your data analytics pipelines. With this knowledge, you will be able to help your organization protect its data and meet its compliance requirements.

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Security Consultant

As a Security Consultant, you will need to understand how to set up access control and encryption to data analytics pipelines, and how to understand compliance and governance against industry standards like HIPAA, PCI, and setup controls that can monitor and alert any violations. With this knowledge, you will be able to help your organization stay in compliance and protect your data.

See salaries and explore the career path for Security Consultant

Risk Analyst

As a Risk Analyst, you will need to understand how to set up access control and encryption to data analytics pipelines, and how to understand compliance and governance against industry standards like HIPAA, PCI, and setup controls that can monitor and alert any violations. With this knowledge, you will be able to help your organization stay in compliance and protect your data.

See salaries and explore the career path for Risk Analyst

Privacy Analyst

As a Privacy Analyst, you will need to understand how to set up access control and encryption to data analytics pipelines, and how to understand compliance and governance against industry standards like HIPAA, PCI, and setup controls that can monitor and alert any violations. With this knowledge, you will be able to help your organization stay in compliance and protect your data.

See salaries and explore the career path for Privacy Analyst

Forensic Analyst

As a Forensic Analyst, you will need to understand how to set up access control and encryption to data analytics pipelines, and how to understand compliance and governance against industry standards like HIPAA, PCI, and setup controls that can monitor and alert any violations. With this knowledge, you will be able to help your organization stay in compliance and protect your data.

See salaries and explore the career path for Forensic Analyst