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AWS Cloud foundation for data engineering | Beginneers
Rating: 4.2 out of 5(23 ratings)
1,130 students

AWS Cloud foundation for data engineering | Beginneers

A Comprehensive Theoretical Guide for Beginners and IT Professionals in data engineering, Big Data, etc
Created byAkash Sunil Pawar
Last updated 8/2024
English
English [Auto],

What you'll learn

  • The basics of cloud computing and its significance in the modern IT world.
  • How cloud services operate similarly to utilities, offering scalable and on-demand resources.
  • Why cloud computing is a critical component of today's IT infrastructure.
  • How to leverage cloud computing to power up and enhance various projects.
  • Key practices to ensure security and protect data in the cloud environment.
  • Effective strategies for managing and optimizing costs associated with cloud computing.
  • Approaches for migrating existing IT infrastructure to the cloud.
  • Comprehensive preparation for AWS-related job interviews with detailed questions and answers.
  • Understanding key AWS services such as Amazon EC2, S3, RDS, IAM Roles and Policies, VPC, Lambda, CloudFront, and more.

Course content

2 sections • 38 lectures • 1h 8m total length

  • Introduction0:46

    Discover the basics and benefits of cloud computing, explore AWS services, and learn security, cost management, migration, and performance strategies to power your projects.

  • Like a Utility, But for computers1:00

    Explore how cloud computing mirrors electricity grids, renting space in provider data centers instead of owning servers. Learn about benefits like cost-effectiveness, scalability, accessibility, and disaster recovery.

  • The Big kahuna of cloud0:44

    Explore AWS, the big cloud platform backed by vast data centers, offering Amazon S3 storage, Amazon EC2 computing, and pre-configured machine learning tools for building and running applications.

  • Why cloud beats Traditional IT0:49

    Adopt cloud computing to replace costly on-premises infrastructure and avoid upfront costs while scaling storage as needed. Cloud providers handle maintenance and security, freeing you to focus on your business.

  • Amazon over other cloud platforms0:44

    Explore why aws dominates cloud computing with its mature, feature-rich platform, vast services, global infrastructure, low latency, high availability, and robust security.

  • Your journey to the cloud0:38

    Begin your journey to the cloud by exploring AWS through free online courses, documentation, and an active forum; learn by doing with the AWS free tier to build basic applications.

  • Taking the 1st steps0:35

    Identify a simple project to migrate to the cloud, then sign up for a free AWS account and explore basic services. Experiment with configurations and learn by doing.

  • Advanced Cloud strategies1:44

    Automate cloud provisioning with AWS CloudFormation; deploy Lambda and serverless computing; secure resources with IAM and MFA; analyze data with Redshift and Athena; explore hybrid cloud using Direct Connect.

  • Cloud security best practices1:58

    Enforce least privilege with IAM and encrypt data at rest and in transit using KMS and TLS. Monitor CloudTrail, config, implement MFA, and automate incident response with CloudFormation and Lambda.

  • Cost Management in the cloud2:39

    Learn to manage cloud costs with AWS tools including Cost Explorer, pricing models, tagging, AWS Trusted Advisor, budgets, AWS Lambda automation, and rightsizing.

  • Cloud Migration strategies3:09

    Assess infrastructure and choose the right migration approach for cloud transition. Leverage AWS Migration Hub, Server Migration Service, and Data Migration Service to plan, secure, test, and optimize migrations.

  • Cloud performance optimization2:58

    Monitor cloud resources with CloudWatch, rightsize instances with Compute Optimizer, enable autoscaling, and optimize storage, database, and network performance using EBS, S3, RDS Performance Insights, Aurora, DynamoDB, and Global Accelerator.

  • Future of cloud computing2:59

    Explore the future of cloud computing with AI and ML services, edge computing for real-time processing, quantum computing potential, serverless architecture, sustainability, and 5G connectivity.

  • Real world cloud case studies3:28

    Explore real world cloud case studies from Walmart, Airbnb, Cleveland Clinic, Netflix, and NASA to show cloud-based analytics, machine learning, streaming, and scalable infrastructure driving innovation.

  • Cloud computing trends3:25

    Explore cloud computing trends shaping data engineering, including multi-cloud strategies, edge computing with real-time data processing, ai and ml in the cloud, serverless models, sustainability, hybrid cloud, and quantum computing.

  • Cloud computing FAQs4:02

    Explore cloud computing fundamentals through frequently asked questions, including definitions, benefits, security, deployment models, migration, cost optimization, and performance.

  • Conclusion and Next steps1:33

    Explore cloud computing fundamentals and advanced strategies, including security and cost management. Assess your infrastructure, set goals, choose a provider, and leverage tools, performance monitoring, and security best practices.

Requirements

  • A keen interest in learning about cloud computing and its applications.
  • This course is designed for beginners and professionals alike. No prior experience with cloud computing or AWS is necessary.
  • Ability to navigate the internet, use web browsers, and perform basic computer operations.
  • An open mind and eagerness to understand new concepts and technologies.
  • Familiarity with basic information technology concepts and terminologies

Description

Unlock the world of cloud computing with our comprehensive course, Designed for both beginners and professionals, this course provides a deep dive into the fundamental concepts, benefits, and key services of cloud computing, with a particular focus on Amazon Web Services (AWS).


As the name itself suggests, this AWS course will get you started with cloud computing ,AWS and Amazon Web Services. this course will take you from the absolute ground up to understand how AWS core services work. This course is ideal for beginners who want to learn AWS and intermediates looking to refresh their cloud computing knowledge. At the same time the concepts learned in this course will help you in the certification examinations like aws certified cloud practitioner, CLFC02, SAA-C03, aws certified developer associate, aws certified data engineer associate.

Note: This is a theoretical course and does not include hands-on labs or practical exercises.

Course Highlights:

  • Gain a foundational understanding of cloud computing and its importance in the modern IT landscape.

  • Learn how cloud computing is similar to utility services, providing scalable and on-demand resources.

  • Explore why cloud computing is considered the backbone of modern IT infrastructure.

  • Understand the advantages of cloud computing over traditional IT setups, including cost efficiency, scalability, and flexibility.

  • Discover how cloud computing can accelerate and enhance your projects with powerful tools and resources.

  • Begin your transition to the cloud with essential steps and best practices.

  • Learn the initial steps to adopt cloud computing within your organization.

  • Dive into advanced cloud strategies to optimize performance and achieve business goals.

  • Understand the best practices for securing your cloud environment and protecting your data.

  • Explore strategies for managing and optimizing costs in the cloud.

  • Learn effective strategies for migrating your existing IT infrastructure to the cloud.

  • Discover techniques to optimize the performance of your cloud applications and services.

  • Get insights into the future trends and developments in cloud computing.

  • Analyze real-world case studies to understand practical applications of cloud computing.

  • Stay updated with the latest trends and innovations in the cloud computing industry.

  • Address common questions and concerns about cloud computing.

  • What is AWS, and what are its key services?

  • What is Amazon EC2, and what are its main features?

  • Understanding Auto Scaling in AWS

  • What is Amazon S3, and What Are Its Main Uses?

  • What is Amazon RDS, and What are Its Benefits?

  • What are AWS IAM Roles and Policies, and How Do They Differ?

  • What is Amazon VPC, and Why Is It Used?

  • Understanding AWS Lambda

  • What is Amazon CloudFront, and How Does It Work?

  • What are the Different Types of AWS Storage Services?

  • Amazon S3 Standard vs. S3 Glacier

  • What is Amazon Route 53, and What Are Its Main Features?

  • How Does AWS Elastic Beanstalk Simplify Application Deployment?

  • What is Amazon Redshift, and What Are Its Use Cases?

  • What is AWS Direct Connect, and Its Benefits?

  • What are AWS Availability Zones, and Why Are They Important?

  • How do you ensure security and compliance in AWS?

  • What is Amazon Kinesis, and How is it Used for Real-Time Data Processing?

  • Understanding Stateful vs. Stateless Applications in AWS

Amazon AWS Interview Preparation

  • Prepare for AWS-related job interviews with a comprehensive set of interview questions and answers.

    • Understand key AWS services like Amazon EC2, S3, RDS, IAM Roles and Policies, VPC, Lambda, CloudFront, and more.

    • Learn about the main features, uses, and benefits of these services.

    • Gain insights into AWS security, compliance, and cost management.

This course is designed to equip you with the knowledge and confidence needed to navigate the cloud computing landscape and leverage AWS for your professional growth. Whether you're an IT professional looking to enhance your skills or a beginner aiming to understand the basics of cloud computing, this course offers valuable insights and practical knowledge.

Who this course is for:

  • Individuals with little to no prior knowledge of cloud computing who are eager to learn the basics and foundational concepts.
  • IT practitioners who want to expand their understanding of cloud computing and explore its benefits, applications, and key services.
  • College and university students pursuing degrees in computer science, information technology, or related fields, looking to supplement their academic learning with practical knowledge of cloud computing.
  • Individuals preparing for job interviews related to cloud computing, especially those focused on Amazon Web Services (AWS), and looking to strengthen their theoretical knowledge and interview readiness.
  • Business professionals who want to leverage cloud computing to enhance their operations, optimize costs, and drive innovation within their organizations.

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