This document provides an introduction to machine learning techniques presented by Dr. Radhey Shyam. It begins with definitions of machine learning and discusses when machine learning is applicable. The document then covers types of learning problems, designing learning systems, the history of machine learning, function representation techniques, search algorithms, and evaluation parameters. It also introduces several machine learning approaches and discusses common issues in machine learning.
Java is a programming language that allows software to run on many platforms without recompilation. It has a long history beginning in 1991 at Sun Microsystems and is now open source. Key features include being platform independent, object oriented, secure, providing automatic memory management, and being robust. Java programs use a Java Virtual Machine to run on different operating systems. The Java Development Kit includes tools for developing Java programs. Java is widely used for both desktop and mobile applications as well as enterprise software.
YouTube Link: https://youtu.be/9HsEMyKrlnw
**AWS Certification Training: https://www.edureka.co/cloudcomputing **
This "AWS S3 Tutorial for Beginners" PPT by Edureka will help you understand one of the most popular storage service, Amazon S3, and related concepts in detail. Following are the offerings of this PPT:
1. AWS Storage Services
2. What is AWS S3?
3. Buckets & Objects
4. Versioning & Cross Region Replication
5. Transfer Acceleration
6. S3 Demo and Use Case
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AWS S3 | Tutorial For Beginners | AWS S3 Bucket Tutorial | AWS Tutorial For B...Simplilearn
This presentation AWS S3 will help you understand what is cloud storage, types of storage, life before Amazon S3, what is S3 ( Amazon Simple Storage Service ), benefits of S3, objects and buckets, how does Amazon S3 work along with the explanation on features of AWS S3. Amazon S3 is a storage service for the Internet. It is a simple storage service that offers software developers a highly-scalable, reliable, and low-latency data storage infrastructure at a relatively low cost. Amazon S3 gives a simple web service interface that can be used to store and restore any amount of data. Using this, developers can build applications that make use of Internet storage with ease. Amazon S3 is designed to be highly flexible and scalable. Now, lets deep dive into this presentation and understand what Amazon S3 actually is.
Below topics are explained in this AWS S3 presentation:
1. What is Cloud storage?
2. Types of storage
3. Before Amazon S3
4. What is S3
5. Benefits of S3
6. Objects and buckets
7. How does Amazon S3 work
8. Features of S3
This AWS certification training is designed to help you gain in-depth understanding of Amazon Web Services (AWS) architectural principles and services. You will learn how cloud computing is redefining the rules of IT architecture and how to design, plan, and scale AWS Cloud implementations with best practices recommended by Amazon. The AWS Cloud platform powers hundreds of thousands of businesses in 190 countries, and AWS certified solution architects take home about $126,000 per year.
This AWS certification course will help you learn the key concepts, latest trends, and best practices for working with the AWS architecture – and become industry-ready aws certified solutions architect to help you qualify for a position as a high-quality AWS professional.
The course begins with an overview of the AWS platform before diving into its individual elements: IAM, VPC, EC2, EBS, ELB, CDN, S3, EIP, KMS, Route 53, RDS, Glacier, Snowball, Cloudfront, Dynamo DB, Redshift, Auto Scaling, Cloudwatch, Elastic Cache, CloudTrail, and Security. Those who complete the course will be able to:
1. Formulate solution plans and provide guidance on AWS architectural best practices
2. Design and deploy scalable, highly available, and fault tolerant systems on AWS
3. Identify the lift and shift of an existing on-premises application to AWS
4. Decipher the ingress and egress of data to and from AWS
5. Select the appropriate AWS service based on data, compute, database, or security requirements
6. Estimate AWS costs and identify cost control mechanisms
This AWS course is recommended for professionals who want to pursue a career in Cloud computing or develop Cloud applications with AWS. You’ll become an asset to any organization, helping leverage best practices around advanced cloud-based solutions and migrate existing workloads to the cloud.
Learn more at: https://www.simplilearn.com/
The document discusses data science, defining it as a field that employs techniques from many areas like statistics, computer science, and mathematics to understand and analyze real-world phenomena. It explains that data science involves collecting, processing, and analyzing large amounts of data to discover patterns and make predictions. The document also notes that data science is an in-demand field that is expected to continue growing significantly in the coming years.
The document provides an overview of AIML (Artificial Intelligence Markup Language), which is a scripting language used to create chatbots. It discusses fundamentals such as what a chatbot is, the history and purpose of AIML, and how the AIML workflow functions. The document then examines the syntax of AIML, including common tags used like <category>, <pattern>, and <template>. It also reviews how tags like <star>, <srai>, <set>, <get>, and <condition> work. Finally, it discusses training a chatbot using AIML, provides conclusions on limitations and further development opportunities with AIML.
Training for AWS Solutions Architect at http://zekelabs.com/courses/amazon-web-services-training-bangalore/.This slide describes about features of EC2, EC2 Options, family type, storage, EBS Volumes, EC2 Instance Store, Security Groups, Volumes and Snapshots, Amazon Machine Image (AMI), Elastic load balancer, Classic load balancer, Application load balancer, Network load balancer, AWS CLI and EC2 Metadata
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zekeLabs is a Technology training platform. We provide instructor led corporate training and classroom training on Industry relevant Cutting Edge Technologies like Big Data, Machine Learning, Natural Language Processing, Artificial Intelligence, Data Science, Amazon Web Services, DevOps, Cloud Computing and Frameworks like Django,Spring, Ruby on Rails, Angular 2 and many more to Professionals.
Reach out to us at www.zekelabs.com or call us at +91 8095465880 or drop a mail at [email protected]
Cyber security expert Vivek Agarwal presented on cyber security. His presentation covered internet security, types of cyber crimes like hacking, child pornography, virus dissemination and cyber terrorism. It also discussed primary online risks like cyberbullies, predators, viruses and identity theft. The presentation provided steps individuals can take to boost cyber security such as using firewalls, automatic updates, antivirus and antispyware software. It emphasized educating families on internet safety and managing personal information.
Introduction to Amazon Web Services (AWS)Garvit Anand
The document provides an introduction to AWS (Amazon Web Services). It discusses cloud computing basics and benefits like scalability, cost savings, and innovation. Major players in the cloud market are mentioned, with AWS identified as the current leader. The document outlines the agenda, including AWS history, current users, and getting started instructions. Key AWS concepts are explained, such as regions, availability zones, and identity and access management (IAM). IAM is described as the mechanism for controlling user permissions to AWS resources. The presentation concludes with an invitation for questions.
Arm 기반의 AWS Graviton 프로세서로 구동되는 AWS 인스턴스 살펴보기 - 김종선, AWS솔루션즈 아키텍트:: AWS Summi...Amazon Web Services Korea
발표영상 다시보기: https://youtu.be/qLWJ6-Hyj_0
AWS Graviton 프로세서는 다양한 클라우드 워크로드에 대해 최고의 가격 대비 성능을 제공하기 위해 64비트 Arm Neoverse 코어를 사용한 맞춤형 제품입니다. 애플리케이션 서버, 마이크로서비스, 고성능 컴퓨팅, 게임, 오픈 소스 데이터베이스 및 인 메모리 캐시를 포함하여 다양한 워크로드에 적용 가능한 Graviton 프로세서 기반 EC2를 자세하게 소개합니다.
AWS 기반 클라우드 아키텍처 모범사례 - 삼성전자 개발자 포털/개발자 워크스페이스 - 정영준 솔루션즈 아키텍트, AWS / 유현성 수석,...Amazon Web Services Korea
AWS 기반 클라우드 아키텍처 모범사례 - 삼성전자 개발자 포털/개발자 워크스페이스
정영준 솔루션즈 아키텍트, AWS
유현성 수석, 삼성전자 클라우드팀
다양한 AWS 아키텍처 적인 요소들을 적용한 구체적인 사례들에 대해서 소개합니다. 삼성전자에서 2년동안 만든 공통 플랫폼 기반 개발자 포털의 아키텍처와 개발 스토리 그리고 SRE(Site Reliability Engineering) 적용 등에 대한 이야기를 직접 들어보며, 수백만 명의 모바일 사용자에게 사진을 공유하는 애플리케이션을 운영하는 서비스, 테라바이트 이상의 데이터가 다양한 소스에서 들어 올 때 실시간으로 분석하기 위한 아키텍처들에 대해서도 알아봅니다. 또한 중단 되면 안되는 중요한 비즈니스 운영을 지원하는 서비스나 금융 데이터 같은 민감한 데이터를 다루는 서비스를 운영하는 다른 베스트 프렉티스 아키텍처도 소개합니다.
AWS provides a comprehensive set of global cloud computing services including compute, storage, databases, analytics, networking, mobile, developer tools, management tools, IoT, security and enterprise applications. Some key services highlighted include EC2 for virtual servers, S3 for object storage, RDS for managed relational databases, DynamoDB for NoSQL database services, EBS for block storage volumes, VPC for virtual networking, IAM for access management, CloudFront for content delivery and Route 53 for DNS services. AWS operates across multiple geographic regions and availability zones for reliability and high availability.
Cloud computing allows companies to outsource their infrastructure needs to large cloud providers like Amazon Web Services (AWS). This reduces costs and provides scalability. AWS offers services like S3 for storage, EC2 for virtual servers, SQS for messaging, and SimpleDB for databases. Companies pay for only the resources they use, allowing them to scale up or down as needed. However, companies must ensure their applications and data are secure when using cloud services.
Amazon Web Services or simply known as AWS has been continually expanding its services to support virtually any cloud workload, and it now has more than 40 services.
For more details - http://www.i2k2.com/services/amazon-web-services/aws/
This document provides an overview of Amazon Web Services (AWS) including its history, services, pricing model, global infrastructure, and how customers can get started with AWS. It describes how AWS began as Amazon's internal infrastructure and has grown to serve over 1 million customers globally across industries like startups, enterprises, and government agencies. The document outlines AWS's broad range of cloud computing services across categories like compute, storage, databases, analytics, mobile, and more. It emphasizes AWS's focus on innovation with new services and features, lower prices through economies of scale, and its utility-based on-demand pricing model. Finally, it suggests steps for getting started like using the free tier, training, and certification programs.
This document provides an overview of Google Cloud Platform (GCP) services. It begins by explaining why GCP is underpinned by Google's infrastructure and innovation. It then outlines GCP's compute, networking, storage, big data, and machine learning services. These include Compute Engine, Container Engine, App Engine, load balancing, Cloud DNS, Cloud Storage, Cloud Datastore, Cloud Bigtable, Cloud SQL, BigQuery, Dataflow, Pub/Sub, Dataproc, and Cloud Datalab. Machine learning services such as Translate API, Prediction API, Cloud Vision API, and Cloud Speech API are also introduced.
온디맨드 다시보기: https://www.youtube.com/watch?v=LMBSWl9Uo-4
2021년 1분기에 서울 리전에 출시 예정인 AWS Control Tower는 모범 사례를 기반으로 고객의 다중 AWS 계정 환경을 자동으로 구성해 줍니다. 본 세션에서는 AWS Control Tower를 활용하여 고객의 조직에서 필요로 하는 다중 AWS 계정 구조을 설계 및 구현하고, 각 계정에 포함해야 하는 기본 가드레일을 정의 및 생성하고, 거버넌스 체계를 구현하는 방법에 대해서 다룹니다.
기존 데이터베이스 마이그레이션은 장시간 검증작업이 필요하고 다운타임으로 인한 최종사용자들의 불편함을 감수해야 했습니다. 데이터베이스 마이그레이션을 빠르고 안전하게 도와주는 DMS(Database Migration Service)와 SCT(Schema Conversion Tool)를 활용하여, 성능 및 비용 효과가 뛰어난 완전 관리형 AWS 데이터베이스로의 마이그레이션 방안에 대해 고객 사례 및 데모를 기반으로 설명합니다.
Auto Scaling helps you ensure that you have the correct number of Amazon EC2 instances available to handle the load for your application. You create collections of EC2 instances, called Auto Scaling groups.
You can specify the minimum number of instances in each Auto Scaling group, and Auto Scaling ensures that your group never goes below this size.
You can specify the maximum number of instances in each Auto Scaling group, and Auto Scaling ensures that your group never goes above this size.
If you specify the desired capacity, either when you create the group or at any time thereafter, Auto Scaling ensures that your group has this many instances.
If you specify scaling policies, then Auto Scaling can launch or terminate instances as demand on your application increases or decreases
Amazon Web Services (AWS) began in 2006 offering cloud computing infrastructure services. AWS now offers over 140 global cloud services across compute, storage, databases, analytics, networking, mobile, tools, IoT, security, and enterprise applications. Major AWS services include Amazon EC2 for virtual servers, S3 for storage, RDS for databases, DynamoDB for NoSQL, ElastiCache for caching, Redshift for data warehousing, VPC for virtual networking, Route 53 for DNS, and EBS for block storage. Customers can use these on-demand services to access resources and applications over the internet and pay only for what they use.
*****AWS Training: https://www.edureka.co/cloudcomputing *****
This Edureka Tutorial on "Amazon CloudWatch Tutorial” will help you understand how to monitor your AWS resources and applications using Amazon CloudWatch a versatile monitoring service offered by Amazon.
Following are the list of topics covered in this session:
1. What is Amazon CloudWatch?
2. Why do we need Amazon CloudWatch Events?
3. What does Amazon CloudWatch Logs do?
4. Hands-on
This document provides an introduction to Amazon Web Services (AWS). It discusses the history and evolution of AWS over 10+ years, from enabling sellers on Amazon to building a scalable deployment environment. It outlines AWS's mission to provide services that allow businesses and developers to build scalable applications using web services. The document then provides an overview of AWS's global infrastructure and the broad range of computing, storage, database, analytics and other services it offers. It also highlights examples of how various organizations are using AWS.
Amazon SageMaker 모델 학습 방법 소개::최영준, 솔루션즈 아키텍트 AI/ML 엑스퍼트, AWS::AWS AIML 스페셜 웨비나Amazon Web Services Korea
Amazon SageMaker Training과 Processing에 처음 입문 하고자 하는 분을 위해 동작 방식을 설명하고, 실행할 수 있는 가이드를 제공합니다.사용자는 Amazon SageMaker 노트북을 생성한 다음, 직접 정의한 별도의 GPU 또는 고성능 CPU로 구성된 학습 클러스터에서 학습 코드를 실행하여, 효율적으로 모델 학습과 데이터 전처리, 추론 결과 후처리 또는 모델 평가 등을 할 수 있도록 합니다. 추가적으로 Amazon SageMaker Experiments를 이용하여 학습 실험에 대한 구조화와 평가 메트릭 간의 비교를 체계적으로 관리하는 방법을 소개합니다.
EC2 provides a virtual computing environment allowing users to launch instances with different operating systems. Users can specify availability zones, key pairs, and security groups when launching instances. Amazon Machine Images contain the information required to launch instances and can be shared, copied to different regions, or deregistered. EC2 offers various instance types optimized for tasks like machine learning, graphics, storage, and high I/O. Features include elastic IP addresses, auto scaling, multiple locations, and time sync services. Users pay based on actual resources consumed.
Identity and access management (IAM) is the security discipline that enables the right individuals to access the right resources at the right times for the right reasons. IAM enables you to securely control access to your application or product services and resources for your users.
Introduction to AWS VPC, Guidelines, and Best PracticesGary Silverman
I crafted this presentation for the AWS Chicago Meetup. This deck covers the rationale, building blocks, guidelines, and several best practices for Amazon Web Services Virtual Private Cloud. I classify it as a somewhere between a 101 and 201 level presentation.
If you like the presentation, I would appreciate you clicking the Like button.
O documento fornece diretrizes para o desenvolvimento de produtos para startups. Ele discute a importância de (1) entender as necessidades dos usuários, (2) formar uma equipe multidisciplinar, e (3) usar um processo ágil de desenvolvimento baseado em feedback constante dos usuários.
El decreto autoriza al Ministro de Hacienda y Finanzas a llamar a concurso público para la contratación del servicio de organización y colocación de títulos de deuda en el mercado internacional por hasta USD 500 millones. Aprueba el pliego de condiciones y faculta al Ministro a realizar todas las gestiones necesarias para implementar la operación, como suscribir documentos y determinar términos y condiciones. El gasto será cubierto con fondos del presupuesto vigente y futuros.
Introduction to Amazon Web Services (AWS)Garvit Anand
The document provides an introduction to AWS (Amazon Web Services). It discusses cloud computing basics and benefits like scalability, cost savings, and innovation. Major players in the cloud market are mentioned, with AWS identified as the current leader. The document outlines the agenda, including AWS history, current users, and getting started instructions. Key AWS concepts are explained, such as regions, availability zones, and identity and access management (IAM). IAM is described as the mechanism for controlling user permissions to AWS resources. The presentation concludes with an invitation for questions.
Arm 기반의 AWS Graviton 프로세서로 구동되는 AWS 인스턴스 살펴보기 - 김종선, AWS솔루션즈 아키텍트:: AWS Summi...Amazon Web Services Korea
발표영상 다시보기: https://youtu.be/qLWJ6-Hyj_0
AWS Graviton 프로세서는 다양한 클라우드 워크로드에 대해 최고의 가격 대비 성능을 제공하기 위해 64비트 Arm Neoverse 코어를 사용한 맞춤형 제품입니다. 애플리케이션 서버, 마이크로서비스, 고성능 컴퓨팅, 게임, 오픈 소스 데이터베이스 및 인 메모리 캐시를 포함하여 다양한 워크로드에 적용 가능한 Graviton 프로세서 기반 EC2를 자세하게 소개합니다.
AWS 기반 클라우드 아키텍처 모범사례 - 삼성전자 개발자 포털/개발자 워크스페이스 - 정영준 솔루션즈 아키텍트, AWS / 유현성 수석,...Amazon Web Services Korea
AWS 기반 클라우드 아키텍처 모범사례 - 삼성전자 개발자 포털/개발자 워크스페이스
정영준 솔루션즈 아키텍트, AWS
유현성 수석, 삼성전자 클라우드팀
다양한 AWS 아키텍처 적인 요소들을 적용한 구체적인 사례들에 대해서 소개합니다. 삼성전자에서 2년동안 만든 공통 플랫폼 기반 개발자 포털의 아키텍처와 개발 스토리 그리고 SRE(Site Reliability Engineering) 적용 등에 대한 이야기를 직접 들어보며, 수백만 명의 모바일 사용자에게 사진을 공유하는 애플리케이션을 운영하는 서비스, 테라바이트 이상의 데이터가 다양한 소스에서 들어 올 때 실시간으로 분석하기 위한 아키텍처들에 대해서도 알아봅니다. 또한 중단 되면 안되는 중요한 비즈니스 운영을 지원하는 서비스나 금융 데이터 같은 민감한 데이터를 다루는 서비스를 운영하는 다른 베스트 프렉티스 아키텍처도 소개합니다.
AWS provides a comprehensive set of global cloud computing services including compute, storage, databases, analytics, networking, mobile, developer tools, management tools, IoT, security and enterprise applications. Some key services highlighted include EC2 for virtual servers, S3 for object storage, RDS for managed relational databases, DynamoDB for NoSQL database services, EBS for block storage volumes, VPC for virtual networking, IAM for access management, CloudFront for content delivery and Route 53 for DNS services. AWS operates across multiple geographic regions and availability zones for reliability and high availability.
Cloud computing allows companies to outsource their infrastructure needs to large cloud providers like Amazon Web Services (AWS). This reduces costs and provides scalability. AWS offers services like S3 for storage, EC2 for virtual servers, SQS for messaging, and SimpleDB for databases. Companies pay for only the resources they use, allowing them to scale up or down as needed. However, companies must ensure their applications and data are secure when using cloud services.
Amazon Web Services or simply known as AWS has been continually expanding its services to support virtually any cloud workload, and it now has more than 40 services.
For more details - http://www.i2k2.com/services/amazon-web-services/aws/
This document provides an overview of Amazon Web Services (AWS) including its history, services, pricing model, global infrastructure, and how customers can get started with AWS. It describes how AWS began as Amazon's internal infrastructure and has grown to serve over 1 million customers globally across industries like startups, enterprises, and government agencies. The document outlines AWS's broad range of cloud computing services across categories like compute, storage, databases, analytics, mobile, and more. It emphasizes AWS's focus on innovation with new services and features, lower prices through economies of scale, and its utility-based on-demand pricing model. Finally, it suggests steps for getting started like using the free tier, training, and certification programs.
This document provides an overview of Google Cloud Platform (GCP) services. It begins by explaining why GCP is underpinned by Google's infrastructure and innovation. It then outlines GCP's compute, networking, storage, big data, and machine learning services. These include Compute Engine, Container Engine, App Engine, load balancing, Cloud DNS, Cloud Storage, Cloud Datastore, Cloud Bigtable, Cloud SQL, BigQuery, Dataflow, Pub/Sub, Dataproc, and Cloud Datalab. Machine learning services such as Translate API, Prediction API, Cloud Vision API, and Cloud Speech API are also introduced.
온디맨드 다시보기: https://www.youtube.com/watch?v=LMBSWl9Uo-4
2021년 1분기에 서울 리전에 출시 예정인 AWS Control Tower는 모범 사례를 기반으로 고객의 다중 AWS 계정 환경을 자동으로 구성해 줍니다. 본 세션에서는 AWS Control Tower를 활용하여 고객의 조직에서 필요로 하는 다중 AWS 계정 구조을 설계 및 구현하고, 각 계정에 포함해야 하는 기본 가드레일을 정의 및 생성하고, 거버넌스 체계를 구현하는 방법에 대해서 다룹니다.
기존 데이터베이스 마이그레이션은 장시간 검증작업이 필요하고 다운타임으로 인한 최종사용자들의 불편함을 감수해야 했습니다. 데이터베이스 마이그레이션을 빠르고 안전하게 도와주는 DMS(Database Migration Service)와 SCT(Schema Conversion Tool)를 활용하여, 성능 및 비용 효과가 뛰어난 완전 관리형 AWS 데이터베이스로의 마이그레이션 방안에 대해 고객 사례 및 데모를 기반으로 설명합니다.
Auto Scaling helps you ensure that you have the correct number of Amazon EC2 instances available to handle the load for your application. You create collections of EC2 instances, called Auto Scaling groups.
You can specify the minimum number of instances in each Auto Scaling group, and Auto Scaling ensures that your group never goes below this size.
You can specify the maximum number of instances in each Auto Scaling group, and Auto Scaling ensures that your group never goes above this size.
If you specify the desired capacity, either when you create the group or at any time thereafter, Auto Scaling ensures that your group has this many instances.
If you specify scaling policies, then Auto Scaling can launch or terminate instances as demand on your application increases or decreases
Amazon Web Services (AWS) began in 2006 offering cloud computing infrastructure services. AWS now offers over 140 global cloud services across compute, storage, databases, analytics, networking, mobile, tools, IoT, security, and enterprise applications. Major AWS services include Amazon EC2 for virtual servers, S3 for storage, RDS for databases, DynamoDB for NoSQL, ElastiCache for caching, Redshift for data warehousing, VPC for virtual networking, Route 53 for DNS, and EBS for block storage. Customers can use these on-demand services to access resources and applications over the internet and pay only for what they use.
*****AWS Training: https://www.edureka.co/cloudcomputing *****
This Edureka Tutorial on "Amazon CloudWatch Tutorial” will help you understand how to monitor your AWS resources and applications using Amazon CloudWatch a versatile monitoring service offered by Amazon.
Following are the list of topics covered in this session:
1. What is Amazon CloudWatch?
2. Why do we need Amazon CloudWatch Events?
3. What does Amazon CloudWatch Logs do?
4. Hands-on
This document provides an introduction to Amazon Web Services (AWS). It discusses the history and evolution of AWS over 10+ years, from enabling sellers on Amazon to building a scalable deployment environment. It outlines AWS's mission to provide services that allow businesses and developers to build scalable applications using web services. The document then provides an overview of AWS's global infrastructure and the broad range of computing, storage, database, analytics and other services it offers. It also highlights examples of how various organizations are using AWS.
Amazon SageMaker 모델 학습 방법 소개::최영준, 솔루션즈 아키텍트 AI/ML 엑스퍼트, AWS::AWS AIML 스페셜 웨비나Amazon Web Services Korea
Amazon SageMaker Training과 Processing에 처음 입문 하고자 하는 분을 위해 동작 방식을 설명하고, 실행할 수 있는 가이드를 제공합니다.사용자는 Amazon SageMaker 노트북을 생성한 다음, 직접 정의한 별도의 GPU 또는 고성능 CPU로 구성된 학습 클러스터에서 학습 코드를 실행하여, 효율적으로 모델 학습과 데이터 전처리, 추론 결과 후처리 또는 모델 평가 등을 할 수 있도록 합니다. 추가적으로 Amazon SageMaker Experiments를 이용하여 학습 실험에 대한 구조화와 평가 메트릭 간의 비교를 체계적으로 관리하는 방법을 소개합니다.
EC2 provides a virtual computing environment allowing users to launch instances with different operating systems. Users can specify availability zones, key pairs, and security groups when launching instances. Amazon Machine Images contain the information required to launch instances and can be shared, copied to different regions, or deregistered. EC2 offers various instance types optimized for tasks like machine learning, graphics, storage, and high I/O. Features include elastic IP addresses, auto scaling, multiple locations, and time sync services. Users pay based on actual resources consumed.
Identity and access management (IAM) is the security discipline that enables the right individuals to access the right resources at the right times for the right reasons. IAM enables you to securely control access to your application or product services and resources for your users.
Introduction to AWS VPC, Guidelines, and Best PracticesGary Silverman
I crafted this presentation for the AWS Chicago Meetup. This deck covers the rationale, building blocks, guidelines, and several best practices for Amazon Web Services Virtual Private Cloud. I classify it as a somewhere between a 101 and 201 level presentation.
If you like the presentation, I would appreciate you clicking the Like button.
O documento fornece diretrizes para o desenvolvimento de produtos para startups. Ele discute a importância de (1) entender as necessidades dos usuários, (2) formar uma equipe multidisciplinar, e (3) usar um processo ágil de desenvolvimento baseado em feedback constante dos usuários.
El decreto autoriza al Ministro de Hacienda y Finanzas a llamar a concurso público para la contratación del servicio de organización y colocación de títulos de deuda en el mercado internacional por hasta USD 500 millones. Aprueba el pliego de condiciones y faculta al Ministro a realizar todas las gestiones necesarias para implementar la operación, como suscribir documentos y determinar términos y condiciones. El gasto será cubierto con fondos del presupuesto vigente y futuros.
The 2016 Fall Scholarship Fundraiser Golf Tournament will be held on October 13th at Trophy Club Country Club to raise money for college students studying transportation and logistics. In 2015-2016, $6,500 was awarded to nine students. The goal for 2016-2017 is to raise $10,000. Various sponsorship levels are available to support the cause, with benefits including signage, promotional opportunities, and student scholarship naming rights. Registration begins at 12:00 pm with lunch, a 1:30 pm shotgun start, and an awards dinner at 6:30 pm.
The document provides a summary of a policy analysis and county survey results regarding electronic poll books (EPBS). Some key findings include:
- Six counties in Minnesota participated in a 2014 EPBS pilot program, with positive feedback from voters and election judges but also technology and software issues.
- A statewide county auditor survey found 60% of counties foresee using EPBS in the future, with larger counties more likely to adopt them. Barriers to adoption included cost, staffing, and technology access.
- States like Iowa, Michigan, and Ohio have implemented EPBS programs on a statewide or county level with generally positive results, though initial challenges included training poll workers and integrating EPBS with voter registration systems.
Mark Butcher is a senior education professional with over 20 years of experience in various academic settings. He is passionate about education and dedicated to implementing effective curriculum, nurturing student development, and fostering a child-focused classroom environment. Butcher utilizes activity-based and thematic lessons to aid learning, with excellent communication and classroom management skills. He has held various teaching positions such as full time class teacher and supply teacher, demonstrating his talent for innovative lesson planning and adapting to meet diverse student needs.
Launching Services in Amazon Web ServicesJames Armes
This document discusses several Amazon Web Services that can be used to launch services, including CodeDeploy for automated code deployments, Simple Workflow Service (SWF) for task coordination, CloudFormation for managing resources through templates, and Moonshot for deploying Ruby applications. It also describes using Cloud Database Service to allow users to provision databases on-demand with automated maintenance, and how its API was built with Grape and uses SWF and custom AMIs for workflows and activities.
This document discusses how various tools and mediums are used for different purposes. It describes how people use tools to build and repair things, filmmakers make character sketches before production, young students make scribbles, scientists do research to discover cures, teachers use worksheets to show line tracing, an illustrator uses color pencils for story sections, textures can feel rough or soft, and children imagine fantastical scenarios. The overall message encourages unleashing one's inner creativity and living life to the fullest potential.
The document summarizes an AWS user group presentation by Shaimaa Esmaeil on AWS101. The presentation introduced cloud computing concepts, AWS global infrastructure and services, and demonstrated EC2 and S3. It discussed on-premises vs cloud, cloud models (IaaS, PaaS, SaaS), AWS regions and availability zones. It provided overviews of EC2 instances, AMIs, types, EBS, security groups and S3 buckets and objects. Useful training and practice exam resources were also shared.
Cloud Native Computing - Part II - Public Cloud (AWS)Linjith Kunnon
This document provides information about cloud native computing, cloud computing, and serverless computing. It defines cloud native computing as using microservices packaged in containers that are dynamically orchestrated for optimal resource utilization. Cloud computing is described as shared and configurable computer resources that can be rapidly provisioned over the internet. Serverless computing is defined as a cloud execution model where the cloud provider manages resource allocation and pricing is based on actual resources consumed rather than pre-purchased units. The document also includes sections on public cloud AWS, describing its global infrastructure, service offerings, and architecture characteristics like scalability, availability, and fault tolerance.
Talking about modern cloud architectures. AWS being the key component. The sides show how cloud solutions can be incorporated for different businesses. Different components of a cloud are explained in detail. With pictorial representations o the architecture.
This document provides an overview of AWS services including EC2, EBS, Auto Scaling, ELB, S3, IAM, VPC, Route 53, RDS, CloudWatch, Aurora, Glacier, and CloudFormation. It describes the purpose and basic usage of each service. Key points covered include launching EC2 instances, attaching EBS volumes, setting up auto scaling groups, load balancing with ELB, storing objects in S3, managing access with IAM, building VPC networks, configuring DNS with Route 53, provisioning databases with RDS, monitoring with CloudWatch, archiving with Glacier, and defining infrastructure as code with CloudFormation.
This document summarizes a presentation about Amazon Web Services (AWS). It begins by introducing AWS and its main services, including Amazon EC2 for virtual servers, S3 for cloud storage, RDS for databases, and CloudWatch for monitoring. It then discusses specific AWS services like EC2, EBS, S3, VPC, and RDS in more detail. The document concludes by proposing a project to deploy WordPress using the RDS database service for reliability and maintenance benefits.
The IoT Academy_awstraining_part2_aws_ec2_iaasThe IOT Academy
This document provides an overview of Amazon Web Services (AWS) and its infrastructure services, with a focus on Amazon Elastic Compute Cloud (EC2). It describes the main EC2 concepts like Amazon Machine Images (AMIs), instances, regions/availability zones, storage options, networking and security features, monitoring and auto-scaling capabilities. It also discusses how to access and manage EC2 instances using the AWS management console, command line tools, and APIs.
Amazon Web Services (AWS) began in 2004 when an Amazon engineer suggested turning their internal infrastructure into an external service. The first AWS product, Simple Queue Service, launched that year. In 2006 AWS officially launched. AWS provides infrastructure and platform services including compute, storage, databases, networking, and more. Popular services include Elastic Compute Cloud (EC2) for virtual servers, Simple Storage Service (S3) for object storage, Relational Database Service (RDS) for managed databases, and Elastic Load Balancing for load balancing.
This document introduces core concepts of AWS through a sample standard web architecture. It discusses what AWS is, how and why Amazon launched it, and provides examples of key AWS services like VPC, EC2, EBS, ELB, and managed services. It also covers AWS architecture concepts like regions, availability zones, and infrastructure as code.
O'Reilly Webcast: Architecting Applications For The CloudO'Reilly Media
This presentation analyzes aspects of the Amazon EC2 IaaS cloud environment that differ from a traditional data center and introduces general best practices for ensuring data privacy, storage persistence, and reliable DBMS backup. Presented by Jorge Noa, CTO of Hyperstratus
Amazon Web Services (AWS) began offering IT infrastructure services to businesses in the form of web services -- now commonly known as cloud computing. One of the key benefits of cloud computing is the opportunity to replace up-front capital infrastructure expenses with low variable costs that scale with your business. With the Cloud, businesses no longer need to plan for and procure servers and other IT infrastructure weeks or months in advance. Instead, they can instantly spin up hundreds or thousands of servers in minutes and deliver results faster.
Survey of International and Thai Cloud Providers and Cloud Software Projectst b
The document discusses key cloud computing providers including Amazon Web Services (AWS) and Google App Engine. It provides an overview of the various services offered by AWS such as Amazon EC2, S3, VPC, CloudFront, Route 53, RDS, and others. It also discusses Google App Engine and provides examples of applications running on each platform. Overall, the document is an introduction to major public cloud providers and their offerings.
A workshop on cloud computing was held at JECRC Foundation, Jaipur on 17th December, 2011 by Eucalyptus under the banner of JECRC iWeekend, a 3-day techno fest of JECRC Foundation.
The document discusses Amazon Web Services (AWS), which provides cloud computing services including infrastructure as a service (IaaS), platform as a service (PaaS), and software as a service (SaaS). It describes key AWS services such as Amazon EC2 for virtual servers, S3 for object storage, EBS for block storage volumes, RDS for SQL databases, and CloudFront for content delivery. It also covers AWS features like scalability, security, and tools for monitoring and messaging.
Amazon Web Services (AWS) is a subsidiary of Amazon.com that provides on-demand cloud computing platforms operated from server farms located across 16 geographical regions worldwide. AWS allows organizations to access shared computing and storage resources over the internet rather than building and maintaining their own infrastructure. Some benefits of AWS include lower costs, easy management, portability, and no direct coupling between hardware and software. Large companies like Netflix, Adobe, and General Electric utilize AWS for its scalable and reliable cloud services.
Scaling drupal horizontally and in cloudVladimir Ilic
Vancouver Drupal group presentation for April 25, 2013.
How to deploy Drupal on
- multiple web servers,
- multiple web and database servers, and
- how to join all that together and make site deployed on Amazon Cloud (Virtual Private Cloud) inside
- one availability zone
- multiple availability zones deployment.
Session cover details about what you need in order to get Drupal deployed on separate servers, what are issues/concerns, and how to solve them.
Amazon Web Services provides a set of cloud computing services including Amazon EC2 for computing power, Amazon S3 for object storage, and Amazon EBS for block-level storage. The document discusses these services as well as Amazon VPC which allows users to provision a virtual private cloud within AWS. It provides flexibility to customize the network configuration and control the virtual networking environment.
Three key points about the document:
1) It provides an overview of public cloud providers like Amazon Web Services (AWS), describing some of its core services like EC2, S3, and EBS.
2) It also discusses private cloud platforms like OpenStack and key concepts in private clouds around virtual machines, images, provisioning, auditing and monitoring.
3) The document outlines some of the core components of OpenStack including Compute, Storage, Image Service, Dashboard and Identity Management and how they help manage instances, storage and user access in a private cloud.
The document summarizes an AWS workshop agenda that covers building a scalable and available web application on AWS. It includes labs on using S3, EBS, EC2, RDS, DynamoDB, load balancing, auto scaling, and security. It also covers a log processing scenario using AWS logging and EMR. Key services discussed include S3, EC2, EBS, RDS, DynamoDB, CloudFront, ELB, CloudWatch, and EMR.
Aws tutorial for beginners- tibacademy.inTIB Academy
This document provides an overview of Amazon Web Services (AWS) including key services like Amazon Elastic Compute Cloud (EC2), Amazon Simple Storage Service (S3), and Amazon Simple Queue Service (SQS). It describes how AWS services can be used to build scalable applications and discusses common concepts like virtual servers, storage options, and security configurations. Examples are given around hosting applications in AWS and using services like S3, EC2, and CloudFront for storage, compute, and content delivery needs.
Utah Code Camp is a computer technology conference hosted annually by Utah Geek Events in Salt Lake City, UT. This presentation is an introduction to cloud computing and the Amazon AWS Cloud platform.
This is the keynote of the Into the Box conference, highlighting the release of the BoxLang JVM language, its key enhancements, and its vision for the future.
The Evolution of Meme Coins A New Era for Digital Currency ppt.pdfAbi john
Analyze the growth of meme coins from mere online jokes to potential assets in the digital economy. Explore the community, culture, and utility as they elevate themselves to a new era in cryptocurrency.
Spark is a powerhouse for large datasets, but when it comes to smaller data workloads, its overhead can sometimes slow things down. What if you could achieve high performance and efficiency without the need for Spark?
At S&P Global Commodity Insights, having a complete view of global energy and commodities markets enables customers to make data-driven decisions with confidence and create long-term, sustainable value. 🌍
Explore delta-rs + CDC and how these open-source innovations power lightweight, high-performance data applications beyond Spark! 🚀
Complete Guide to Advanced Logistics Management Software in Riyadh.pdfSoftware Company
Explore the benefits and features of advanced logistics management software for businesses in Riyadh. This guide delves into the latest technologies, from real-time tracking and route optimization to warehouse management and inventory control, helping businesses streamline their logistics operations and reduce costs. Learn how implementing the right software solution can enhance efficiency, improve customer satisfaction, and provide a competitive edge in the growing logistics sector of Riyadh.
HCL Nomad Web – Best Practices und Verwaltung von Multiuser-Umgebungenpanagenda
Webinar Recording: https://www.panagenda.com/webinars/hcl-nomad-web-best-practices-und-verwaltung-von-multiuser-umgebungen/
HCL Nomad Web wird als die nächste Generation des HCL Notes-Clients gefeiert und bietet zahlreiche Vorteile, wie die Beseitigung des Bedarfs an Paketierung, Verteilung und Installation. Nomad Web-Client-Updates werden “automatisch” im Hintergrund installiert, was den administrativen Aufwand im Vergleich zu traditionellen HCL Notes-Clients erheblich reduziert. Allerdings stellt die Fehlerbehebung in Nomad Web im Vergleich zum Notes-Client einzigartige Herausforderungen dar.
Begleiten Sie Christoph und Marc, während sie demonstrieren, wie der Fehlerbehebungsprozess in HCL Nomad Web vereinfacht werden kann, um eine reibungslose und effiziente Benutzererfahrung zu gewährleisten.
In diesem Webinar werden wir effektive Strategien zur Diagnose und Lösung häufiger Probleme in HCL Nomad Web untersuchen, einschließlich
- Zugriff auf die Konsole
- Auffinden und Interpretieren von Protokolldateien
- Zugriff auf den Datenordner im Cache des Browsers (unter Verwendung von OPFS)
- Verständnis der Unterschiede zwischen Einzel- und Mehrbenutzerszenarien
- Nutzung der Client Clocking-Funktion
AI EngineHost Review: Revolutionary USA Datacenter-Based Hosting with NVIDIA ...SOFTTECHHUB
I started my online journey with several hosting services before stumbling upon Ai EngineHost. At first, the idea of paying one fee and getting lifetime access seemed too good to pass up. The platform is built on reliable US-based servers, ensuring your projects run at high speeds and remain safe. Let me take you step by step through its benefits and features as I explain why this hosting solution is a perfect fit for digital entrepreneurs.
What is Model Context Protocol(MCP) - The new technology for communication bw...Vishnu Singh Chundawat
The MCP (Model Context Protocol) is a framework designed to manage context and interaction within complex systems. This SlideShare presentation will provide a detailed overview of the MCP Model, its applications, and how it plays a crucial role in improving communication and decision-making in distributed systems. We will explore the key concepts behind the protocol, including the importance of context, data management, and how this model enhances system adaptability and responsiveness. Ideal for software developers, system architects, and IT professionals, this presentation will offer valuable insights into how the MCP Model can streamline workflows, improve efficiency, and create more intuitive systems for a wide range of use cases.
Role of Data Annotation Services in AI-Powered ManufacturingAndrew Leo
From predictive maintenance to robotic automation, AI is driving the future of manufacturing. But without high-quality annotated data, even the smartest models fall short.
Discover how data annotation services are powering accuracy, safety, and efficiency in AI-driven manufacturing systems.
Precision in data labeling = Precision on the production floor.
Generative Artificial Intelligence (GenAI) in BusinessDr. Tathagat Varma
My talk for the Indian School of Business (ISB) Emerging Leaders Program Cohort 9. In this talk, I discussed key issues around adoption of GenAI in business - benefits, opportunities and limitations. I also discussed how my research on Theory of Cognitive Chasms helps address some of these issues
TrsLabs - Fintech Product & Business ConsultingTrs Labs
Hybrid Growth Mandate Model with TrsLabs
Strategic Investments, Inorganic Growth, Business Model Pivoting are critical activities that business don't do/change everyday. In cases like this, it may benefit your business to choose a temporary external consultant.
An unbiased plan driven by clearcut deliverables, market dynamics and without the influence of your internal office equations empower business leaders to make right choices.
Getting things done within a budget within a timeframe is key to Growing Business - No matter whether you are a start-up or a big company
Talk to us & Unlock the competitive advantage
Book industry standards are evolving rapidly. In the first part of this session, we’ll share an overview of key developments from 2024 and the early months of 2025. Then, BookNet’s resident standards expert, Tom Richardson, and CEO, Lauren Stewart, have a forward-looking conversation about what’s next.
Link to recording, presentation slides, and accompanying resource: https://bnctechforum.ca/sessions/standardsgoals-for-2025-standards-certification-roundup/
Presented by BookNet Canada on May 6, 2025 with support from the Department of Canadian Heritage.
Semantic Cultivators : The Critical Future Role to Enable AIartmondano
By 2026, AI agents will consume 10x more enterprise data than humans, but with none of the contextual understanding that prevents catastrophic misinterpretations.
DevOpsDays Atlanta 2025 - Building 10x Development Organizations.pptxJustin Reock
Building 10x Organizations with Modern Productivity Metrics
10x developers may be a myth, but 10x organizations are very real, as proven by the influential study performed in the 1980s, ‘The Coding War Games.’
Right now, here in early 2025, we seem to be experiencing YAPP (Yet Another Productivity Philosophy), and that philosophy is converging on developer experience. It seems that with every new method we invent for the delivery of products, whether physical or virtual, we reinvent productivity philosophies to go alongside them.
But which of these approaches actually work? DORA? SPACE? DevEx? What should we invest in and create urgency behind today, so that we don’t find ourselves having the same discussion again in a decade?
Artificial Intelligence is providing benefits in many areas of work within the heritage sector, from image analysis, to ideas generation, and new research tools. However, it is more critical than ever for people, with analogue intelligence, to ensure the integrity and ethical use of AI. Including real people can improve the use of AI by identifying potential biases, cross-checking results, refining workflows, and providing contextual relevance to AI-driven results.
News about the impact of AI often paints a rosy picture. In practice, there are many potential pitfalls. This presentation discusses these issues and looks at the role of analogue intelligence and analogue interfaces in providing the best results to our audiences. How do we deal with factually incorrect results? How do we get content generated that better reflects the diversity of our communities? What roles are there for physical, in-person experiences in the digital world?
Increasing Retail Store Efficiency How can Planograms Save Time and Money.pptxAnoop Ashok
In today's fast-paced retail environment, efficiency is key. Every minute counts, and every penny matters. One tool that can significantly boost your store's efficiency is a well-executed planogram. These visual merchandising blueprints not only enhance store layouts but also save time and money in the process.
AI Changes Everything – Talk at Cardiff Metropolitan University, 29th April 2...Alan Dix
Talk at the final event of Data Fusion Dynamics: A Collaborative UK-Saudi Initiative in Cybersecurity and Artificial Intelligence funded by the British Council UK-Saudi Challenge Fund 2024, Cardiff Metropolitan University, 29th April 2025
https://alandix.com/academic/talks/CMet2025-AI-Changes-Everything/
Is AI just another technology, or does it fundamentally change the way we live and think?
Every technology has a direct impact with micro-ethical consequences, some good, some bad. However more profound are the ways in which some technologies reshape the very fabric of society with macro-ethical impacts. The invention of the stirrup revolutionised mounted combat, but as a side effect gave rise to the feudal system, which still shapes politics today. The internal combustion engine offers personal freedom and creates pollution, but has also transformed the nature of urban planning and international trade. When we look at AI the micro-ethical issues, such as bias, are most obvious, but the macro-ethical challenges may be greater.
At a micro-ethical level AI has the potential to deepen social, ethnic and gender bias, issues I have warned about since the early 1990s! It is also being used increasingly on the battlefield. However, it also offers amazing opportunities in health and educations, as the recent Nobel prizes for the developers of AlphaFold illustrate. More radically, the need to encode ethics acts as a mirror to surface essential ethical problems and conflicts.
At the macro-ethical level, by the early 2000s digital technology had already begun to undermine sovereignty (e.g. gambling), market economics (through network effects and emergent monopolies), and the very meaning of money. Modern AI is the child of big data, big computation and ultimately big business, intensifying the inherent tendency of digital technology to concentrate power. AI is already unravelling the fundamentals of the social, political and economic world around us, but this is a world that needs radical reimagining to overcome the global environmental and human challenges that confront us. Our challenge is whether to let the threads fall as they may, or to use them to weave a better future.
2. Cloud Computing
– The cloud is the Internet.
– Rather than a local or collocated
server, your servers are located
“somewhere” on the Internet.
– Pay for only the resources you use.
– Elastic capacity.
5. EC2
– Instance = Virtual Machine
– Supports multiple operating
systems:
– Windows, Linux, FreeBSD, etc.
– Launch new instances from an AMI.
– EBS for persistent storage.
– CloudWatch for monitoring.
– Auto Scaling Groups and ELBs.
6. S3
– Object store.
– Organized in to buckets.
– Multiple levels of redundancy.
– Objects can be up to 5TB.
– Server-side encryption available.
– Object level permissions.
7. VPC
– Isolated network within AWS.
– Create multiple subnets.
– Define custom security groups and
route tables.
– Peering allows communication with
other subnets.
– ClassicLink allows communication
with classic EC2 instances.
– New regions are VPC only.
8. RDS
– Automates administrative tasks of
cloud based relational databases.
– Several database engines:
– MySQL, Postgres, Maria, Oracle,
Microsoft SQL Server
– Amazon Aurora
9. IAM
– Create multiple users under the
same account.
– Create roles and groups to configure
permissions.
– Require TFA for users.
10. Security
– Security groups allow/deny access
to instances.
– VPC insulates resources from the
public Internet.
– IAM permissions restrict access to
only necessary resources.
– IAM roles can provide permissions
to instances.
– Certifications:
– ISO 27001, PCI DSS, Fisma Low,
Sas 70 Type II
#2: The cloud is the Internet.
Rather than a local or collocated server, your servers are located “somewhere” on the Internet.
You can specify a “region” for your servers.
The exact location of the hardware is unknown to you.
Pay for only the resources you use.
On-demand capacity.
Prepay reservations available.
Elastic capacity.
Scale your resources up and down based on usage requirements.
#5: Highlight the following:
EC2
ECS (Docker in the cloud)
S3
CloudFront
RDS
DynamoDB
VPC
Route 53
CodeDeploy
CloudFormation
Identity & Access Management (IAM)
SWF
#6: Elastic Compute Cloud:
AMI:
&gt; 64,000 public images.
Create your own public/private images.
Auto Scaling Groups:
EC2 or ELB health checks.
Min/Max/Desired capacity settings.
#7: Simple Storage Solution
Druability:
Standard: 99.999999999%
Reduced Redundancy: 99.99%
Replicated one to one less location.
Max PUT size is 5GB.
Larger objects must use multpart upload.
#8: Virtual Private Cloud
Internet gateway required to connect to the public Internet.
#9: Relational Database Service
Aurora
MySQL compatible
High-performance
Highly-scalable