In this session you will learn how AWS Deep Learning can be used to automate security operations and build a machine learning system to protect your applications. This session focuses on early detection and containment of security threats, and shows you how to use semi-supervised machine learning to continuously contain these threats.
Value of Data Beyond Analytics by Darin BriskmanSameer Kenkare
The document discusses analytics capabilities provided by Amazon Web Services (AWS). It describes how AWS offers a variety of services for building data lakes, loading and querying data, and performing analytics. These services include Amazon S3, Amazon Redshift, Amazon Athena, Amazon EMR, and Amazon QuickSight. It also provides examples of how customers like Epic Games and a large media company use these AWS analytics services.
Trends in Digital Transformation by Joe ChungSameer Kenkare
This document discusses how enterprises can transform their IT strategies to keep pace with digital disruption by becoming "high frequency organizations." It identifies several anti-patterns of traditional enterprise IT and recommends strategies to overcome them, including breaking up monolithic applications into microservices, investing in reskilling the workforce, automating security and compliance processes, and building resilience and failure assumption into systems from the start. The goal is to help enterprises continuously innovate, deliver value faster, and better respond to changing business needs like modern digital-native companies.
Transform with Cloud to drive your Future | AWS Summit Tel Aviv 2019Amazon Web Services
Innovation and agility are not for startups only, getting a competitive edge requires combining cloud-based tools and business challenges in innovative ways to drive operating efficiency, open new revenue streams, and evolve customer engagement models. In this session we will imagine the future. We will explore how to transform with Cloud to drive your future.
Take action on your security & compliance alerts with AWS Security Hub - SEC2...Amazon Web Services
In this session, learn about AWS Security Hub and how it gives you a comprehensive view of your high-priority security alerts and compliance status across AWS accounts. See how Security Hub aggregates, prioritizes, and helps you take action on your alerts from multiple AWS services, such as Amazon GuardDuty, Amazon Inspector, and Amazon Macie, as well as from AWS Partner solutions.
In this session, we cover the most common cloud security questions that we hear from customers. We provide detailed answers for each question, distilled from our practical experience working with organizations around the world. This session is for everyone who is curious about the cloud, cautious about the cloud, or excited about the cloud.
Blake Chism, Head of Technical Business Development, Amazon Web Services
This document summarizes Amazon's Alexa Voice Service which allows device makers and skill builders to incorporate voice capabilities into their products and services. It notes that voice interactions are growing fast driven by devices with Alexa built-in, and that Alexa skills and devices that work with Alexa are expanding to over 70,000 products across 150 countries. The document outlines Amazon's vision for Alexa to be everywhere through built-in devices, skills, and connectivity to other products and services in the home, on the go and at work.
Secure machine learning - Guarding your data and gaining insightsAmazon Web Services
Customers are building secure environments in the cloud for data science, analytics, and machine learning. In this session we will introduce the services and features customers are using to build secure data science environments. The session will focus on Amazon SageMaker, a fully managed service supporting the entire machine learning lifecycle, and touch on other supporting AWS services. We are proud to be joined by Royal Bank of Scotland who will walk you through how they are building secure machine learning models on AWS today.
Value of Data Beyond Analytics by Darin BriskmanSameer Kenkare
The document discusses analytics capabilities provided by Amazon Web Services (AWS). It describes how AWS offers a variety of services for building data lakes, loading and querying data, and performing analytics. These services include Amazon S3, Amazon Redshift, Amazon Athena, Amazon EMR, and Amazon QuickSight. It also provides examples of how customers like Epic Games and a large media company use these AWS analytics services.
Trends in Digital Transformation by Joe ChungSameer Kenkare
This document discusses how enterprises can transform their IT strategies to keep pace with digital disruption by becoming "high frequency organizations." It identifies several anti-patterns of traditional enterprise IT and recommends strategies to overcome them, including breaking up monolithic applications into microservices, investing in reskilling the workforce, automating security and compliance processes, and building resilience and failure assumption into systems from the start. The goal is to help enterprises continuously innovate, deliver value faster, and better respond to changing business needs like modern digital-native companies.
Transform with Cloud to drive your Future | AWS Summit Tel Aviv 2019Amazon Web Services
Innovation and agility are not for startups only, getting a competitive edge requires combining cloud-based tools and business challenges in innovative ways to drive operating efficiency, open new revenue streams, and evolve customer engagement models. In this session we will imagine the future. We will explore how to transform with Cloud to drive your future.
Take action on your security & compliance alerts with AWS Security Hub - SEC2...Amazon Web Services
In this session, learn about AWS Security Hub and how it gives you a comprehensive view of your high-priority security alerts and compliance status across AWS accounts. See how Security Hub aggregates, prioritizes, and helps you take action on your alerts from multiple AWS services, such as Amazon GuardDuty, Amazon Inspector, and Amazon Macie, as well as from AWS Partner solutions.
In this session, we cover the most common cloud security questions that we hear from customers. We provide detailed answers for each question, distilled from our practical experience working with organizations around the world. This session is for everyone who is curious about the cloud, cautious about the cloud, or excited about the cloud.
Blake Chism, Head of Technical Business Development, Amazon Web Services
This document summarizes Amazon's Alexa Voice Service which allows device makers and skill builders to incorporate voice capabilities into their products and services. It notes that voice interactions are growing fast driven by devices with Alexa built-in, and that Alexa skills and devices that work with Alexa are expanding to over 70,000 products across 150 countries. The document outlines Amazon's vision for Alexa to be everywhere through built-in devices, skills, and connectivity to other products and services in the home, on the go and at work.
Secure machine learning - Guarding your data and gaining insightsAmazon Web Services
Customers are building secure environments in the cloud for data science, analytics, and machine learning. In this session we will introduce the services and features customers are using to build secure data science environments. The session will focus on Amazon SageMaker, a fully managed service supporting the entire machine learning lifecycle, and touch on other supporting AWS services. We are proud to be joined by Royal Bank of Scotland who will walk you through how they are building secure machine learning models on AWS today.
The document discusses how AWS is helping companies in the travel and aerospace industries innovate through cloud computing. It provides examples of how Qantas, GE Aviation, Panasonic Avionics, and Airbus are using AWS services like analytics, IoT, and cloud infrastructure to improve operations and customer experiences. The document encourages industries to accelerate innovation by engaging with AWS and look for immediate customer value. It positions AWS as transforming travel and aerospace by enabling companies to innovate in new ways.
Federal, State, Territory, and Local government agencies in Australia have grappled with the question: “how do I buy AWS?” Join this session to gain insights on how buying Cloud differs from traditional ICT procurement. Learn how to foresee and avoid common pitfalls, and to understand the key components required for a successful Cloud procurement.
Presenter: Avi Lewin, BD Capture - Public Sector, Amazon Web Services
Introduction to AWS Travel by Massimo MorinSameer Kenkare
The document discusses how AWS is helping companies in the travel industry innovate through leveraging data, machine learning, and personalization. It highlights trends in travel like connected customer experiences and operational efficiency. Examples are given of airlines like Qantas using AWS to gain customer insights and Ryanair rebuilding applications on AWS to personalize travel experiences. The conclusion encourages travel companies to focus on differentiating through customers and having an ambitious innovation plan using AWS's 13+ years of experience.
The document discusses how National Australia Bank addressed skills gaps in cloud computing through the creation of the NAB Cloud Guild. The Cloud Guild provided training to over 3,000 employees on AWS fundamentals. This broad training led to increased employee engagement, developer productivity, and the attraction and retention of technical talent with AWS certifications. The success of the Cloud Guild demonstrated how training can accelerate digital transformation.
In this session we will explore the role of rapid prototyping to accelerate business outcomes; diving deep on how to unlock the power of the prototyping model. Delivering outcomes in a day, a week, or a month is often challenging, so we'll explore how to define deliverables, arrange resources, run sprints, do Kanban, and produce outcomes. Hear about the AWS Rapid Innovation Prototyping methodology and other techniques to test and validate value early.
There are good bots - and there are bad bots. Which is why you should care and know how to manage them so that you remain secure, but can continue to successfully conduct your business over the Internet. Presentation by Xavier Daspre at the Akamai Trust No One City Tour.
Learn how to build your first machine-learning model using popular frameworks such as PyTorch, TensorFlow, Chainer, and MXNet, and Amazon SageMaker—an end-to-end platform for building, training, and deploying machine learning models at any scale.
Introduction to Amazon Go and Amazon Go Tour by Humphrey ChanSameer Kenkare
Humphrey Chen is a senior manager at Amazon Rekognition. The document discusses Amazon's machine learning services including Rekognition, which provides image and video analysis features like facial recognition and analysis, celebrity recognition, label detection, moderation, and text detection. It also discusses Amazon Textract, which simplifies extracting text, tables, and forms from documents without needing code or templates.
The document discusses home automation and the use of AWS IoT and Alexa. It provides examples of how devices like smart TVs and light bulbs can integrate with AWS IoT services to enable voice control through Alexa. Key benefits highlighted include built-in connectivity, device security, offline communication, over-the-air updates, and low total cost of ownership. The document also discusses Realtek's IoT solution and its deep integration with AWS IoT to enable voice control of home appliances using Alexa.
Building a Real-Time Data Platform on AWSInjae Kwak
The document outlines a workshop agenda for building a real-time data platform on AWS. The agenda includes modules on monitoring for operations, clickstream analysis for user activity, and using contact center data to augment user profiles. Each module includes hands-on labs to help attendees learn how to use AWS services like CloudWatch, Kinesis, Elasticsearch, and Lambda to ingest, store, analyze and visualize streaming data.
GDPR: Security & Data Protection at the Core of Your StrategyAmazon Web Services
The document discusses how security and data protection should be at the core of any organization's strategy for complying with the General Data Protection Regulation (GDPR). It features perspectives from leaders at Amazon Web Services and the Cloud Infrastructure Services Providers in Europe association on ensuring GDPR compliance through a focus on security. The document emphasizes that customer feedback is valued in improving approaches to privacy and data protection.
Atlassian's Solution for Multi-Region Encryption and Decryption - AWS Summit ...Amazon Web Services
Atlassian runs a global SaaS platform where security and customer privacy are critical. This talk focuses on the solution they built using KMS and IAM to provide resilient cross-region encryption and decryption, optimised for performance. Come and learn how Atlassian approached this challenge, and built a solution using a combination of AWS services and the AWS Encryption SDK.
The document discusses Amazon Web Services (AWS) Internet of Things (IoT) architecture and services. It describes AWS IoT Core for securely connecting devices, routing data, and enabling offline device interactions. It also discusses AWS Greengrass for local device intelligence and actions, and AWS IoT Device Management for onboarding, managing, and updating fleets of devices at scale. The document promotes AWS IoT as providing secure connectivity, device management and security capabilities through services like AWS IoT Device Defender, as well as tools for generating insights and value from IoT data.
In this session, we cover the most common cloud security questions that we hear from customers. We provide detailed answers for each question, distilled from our practical experience working with organizations around the world. This session is for everyone who is curious about the cloud, cautious about the cloud, or excited about the cloud.
Rising importance of healthcare data highlights specific priorities for AI in healthcare:
1. Protecting patient information from cyberattacks due to the high value of healthcare data.
2. Delivering insights through flexible cloud infrastructures to analyze richer data sources.
3. Ensuring data resiliency and business continuity through secure cloud architectures.
AIOps - Steps Towards Autonomous Operations - AWS Summit Sydney 2019Amazon Web Services
Automation has reaped efficiencies in business and IT operations and extending it with predictive maintenance will further improve reliability. In this session, learn how to architect a predictive and preventative remediation solution for your applications and infrastructure resources. We show you how to collect performance and operational intelligence, recognise and predict patterns using AI and machine learning, and fix issues. We show you how to achieve it using AWS native solutions, Amazon SageMaker and Amazon CloudWatch.
Security & Identity: the Continuous Mitigation & Diagnostic Journey on AWSAmazon Web Services
Strengthening the security of federal networks, systems, and data is one of the most important challenges we face as a nation. The Office of Management and Budget (OMB) issued guidance that all federal agencies must establish information exchanges between their dashboards and the central federal dashboard. To assist in this requirement, we explore how agencies can implement a continuous diagnostics and mitigation (CDM) program using AWS. Topics include AWS services that map to CDM requirements; how to enforce compliance with standards; ways to provide visibility into current and actual states; how to centralize service data to build a dashboard; and how to create a chief information officer FISMA dashboard using AWS native services.
The document discusses how AWS is helping companies in the travel and aerospace industries innovate through cloud computing. It provides examples of how Qantas, GE Aviation, Panasonic Avionics, and Airbus are using AWS services like analytics, IoT, and cloud infrastructure to improve operations and customer experiences. The document encourages industries to accelerate innovation by engaging with AWS and look for immediate customer value. It positions AWS as transforming travel and aerospace by enabling companies to innovate in new ways.
Federal, State, Territory, and Local government agencies in Australia have grappled with the question: “how do I buy AWS?” Join this session to gain insights on how buying Cloud differs from traditional ICT procurement. Learn how to foresee and avoid common pitfalls, and to understand the key components required for a successful Cloud procurement.
Presenter: Avi Lewin, BD Capture - Public Sector, Amazon Web Services
Introduction to AWS Travel by Massimo MorinSameer Kenkare
The document discusses how AWS is helping companies in the travel industry innovate through leveraging data, machine learning, and personalization. It highlights trends in travel like connected customer experiences and operational efficiency. Examples are given of airlines like Qantas using AWS to gain customer insights and Ryanair rebuilding applications on AWS to personalize travel experiences. The conclusion encourages travel companies to focus on differentiating through customers and having an ambitious innovation plan using AWS's 13+ years of experience.
The document discusses how National Australia Bank addressed skills gaps in cloud computing through the creation of the NAB Cloud Guild. The Cloud Guild provided training to over 3,000 employees on AWS fundamentals. This broad training led to increased employee engagement, developer productivity, and the attraction and retention of technical talent with AWS certifications. The success of the Cloud Guild demonstrated how training can accelerate digital transformation.
In this session we will explore the role of rapid prototyping to accelerate business outcomes; diving deep on how to unlock the power of the prototyping model. Delivering outcomes in a day, a week, or a month is often challenging, so we'll explore how to define deliverables, arrange resources, run sprints, do Kanban, and produce outcomes. Hear about the AWS Rapid Innovation Prototyping methodology and other techniques to test and validate value early.
There are good bots - and there are bad bots. Which is why you should care and know how to manage them so that you remain secure, but can continue to successfully conduct your business over the Internet. Presentation by Xavier Daspre at the Akamai Trust No One City Tour.
Learn how to build your first machine-learning model using popular frameworks such as PyTorch, TensorFlow, Chainer, and MXNet, and Amazon SageMaker—an end-to-end platform for building, training, and deploying machine learning models at any scale.
Introduction to Amazon Go and Amazon Go Tour by Humphrey ChanSameer Kenkare
Humphrey Chen is a senior manager at Amazon Rekognition. The document discusses Amazon's machine learning services including Rekognition, which provides image and video analysis features like facial recognition and analysis, celebrity recognition, label detection, moderation, and text detection. It also discusses Amazon Textract, which simplifies extracting text, tables, and forms from documents without needing code or templates.
The document discusses home automation and the use of AWS IoT and Alexa. It provides examples of how devices like smart TVs and light bulbs can integrate with AWS IoT services to enable voice control through Alexa. Key benefits highlighted include built-in connectivity, device security, offline communication, over-the-air updates, and low total cost of ownership. The document also discusses Realtek's IoT solution and its deep integration with AWS IoT to enable voice control of home appliances using Alexa.
Building a Real-Time Data Platform on AWSInjae Kwak
The document outlines a workshop agenda for building a real-time data platform on AWS. The agenda includes modules on monitoring for operations, clickstream analysis for user activity, and using contact center data to augment user profiles. Each module includes hands-on labs to help attendees learn how to use AWS services like CloudWatch, Kinesis, Elasticsearch, and Lambda to ingest, store, analyze and visualize streaming data.
GDPR: Security & Data Protection at the Core of Your StrategyAmazon Web Services
The document discusses how security and data protection should be at the core of any organization's strategy for complying with the General Data Protection Regulation (GDPR). It features perspectives from leaders at Amazon Web Services and the Cloud Infrastructure Services Providers in Europe association on ensuring GDPR compliance through a focus on security. The document emphasizes that customer feedback is valued in improving approaches to privacy and data protection.
Atlassian's Solution for Multi-Region Encryption and Decryption - AWS Summit ...Amazon Web Services
Atlassian runs a global SaaS platform where security and customer privacy are critical. This talk focuses on the solution they built using KMS and IAM to provide resilient cross-region encryption and decryption, optimised for performance. Come and learn how Atlassian approached this challenge, and built a solution using a combination of AWS services and the AWS Encryption SDK.
The document discusses Amazon Web Services (AWS) Internet of Things (IoT) architecture and services. It describes AWS IoT Core for securely connecting devices, routing data, and enabling offline device interactions. It also discusses AWS Greengrass for local device intelligence and actions, and AWS IoT Device Management for onboarding, managing, and updating fleets of devices at scale. The document promotes AWS IoT as providing secure connectivity, device management and security capabilities through services like AWS IoT Device Defender, as well as tools for generating insights and value from IoT data.
In this session, we cover the most common cloud security questions that we hear from customers. We provide detailed answers for each question, distilled from our practical experience working with organizations around the world. This session is for everyone who is curious about the cloud, cautious about the cloud, or excited about the cloud.
Rising importance of healthcare data highlights specific priorities for AI in healthcare:
1. Protecting patient information from cyberattacks due to the high value of healthcare data.
2. Delivering insights through flexible cloud infrastructures to analyze richer data sources.
3. Ensuring data resiliency and business continuity through secure cloud architectures.
AIOps - Steps Towards Autonomous Operations - AWS Summit Sydney 2019Amazon Web Services
Automation has reaped efficiencies in business and IT operations and extending it with predictive maintenance will further improve reliability. In this session, learn how to architect a predictive and preventative remediation solution for your applications and infrastructure resources. We show you how to collect performance and operational intelligence, recognise and predict patterns using AI and machine learning, and fix issues. We show you how to achieve it using AWS native solutions, Amazon SageMaker and Amazon CloudWatch.
Security & Identity: the Continuous Mitigation & Diagnostic Journey on AWSAmazon Web Services
Strengthening the security of federal networks, systems, and data is one of the most important challenges we face as a nation. The Office of Management and Budget (OMB) issued guidance that all federal agencies must establish information exchanges between their dashboards and the central federal dashboard. To assist in this requirement, we explore how agencies can implement a continuous diagnostics and mitigation (CDM) program using AWS. Topics include AWS services that map to CDM requirements; how to enforce compliance with standards; ways to provide visibility into current and actual states; how to centralize service data to build a dashboard; and how to create a chief information officer FISMA dashboard using AWS native services.
Security issues in your environment need to be identified and corrected faster than ever. AWS makes this easier with increased visibility and automated remediation capabilities. Australia Post will show you how they built an effective automated remediation pipeline that took the potential for human error out of the equation.
Presenters: Michael Stringer, Solutions Architect, AWS; Jason Gorringe, Manager Cloud Services, Australia Post; Ahmed Al-Anim, Cloud Security Specialist, Australia Post.
Machine learning at the edge for industrial applications - SVC302 - New York ...Amazon Web Services
In this talk, learn how you can integrate edge computing and machine learning with industrial IoT solutions by combining AWS Cloud services with AWS IoT Greengrass. We then discover how machine learning can provide important functions in mixed criticality systems through practical machine learning examples at the edge with AWS IoT Greengrass on Zynq Ultrascale+ and Amazon FreeRTOS on Xilinx Zynq-7000. You will see how this is applied across object classification, model-based calibration, and model-predictive control inferencing.
The Zen of governance - Establish guardrails and empower builders - SVC201 - ...Amazon Web Services
IT organizations often see governance control and innovation as competing priorities. Compliance-minded individuals may view rapid innovation as disruptive to the security, health, and stability of their organizations. Innovation-minded individuals may view governance control as inhibiting growth. With AWS, you don’t have to choose between governance control and growth—you can have both. In this session, we provide an overview of the common challenges in this area and share how to use AWS services to solve them. We explain how to establish guardrails to improve security and compliance while empowering builders to speed innovation.
Threat detection and mitigation at AWS - SEC201 - Atlanta AWS SummitAmazon Web Services
In this session, learn how to address threat detection and remediation in the AWS Cloud. We summarize the challenges of traditional threat detection efforts and explain how AWS helps you address them in a cloud environment. We also provide an overview of key AWS services that detect and remediate threats, such as Amazon GuardDuty. Be sure to also check out the corresponding threat detection chalk talk.
Cloud Operating Models for Accelerated Cloud Transformation - AWS Summit SydneyAmazon Web Services
In this session you will learn about how the adoption of a Cloud Operating Model can accelerate your cloud transformation. You will learn about some of the effective Cloud Operating models (centralised, decentralised and distributed), how they affect organisational structures, and the role they play in digital transformation. Learn the role training plays in your accelerated transformation. Learn how to build and bootstrap a Cloud Center of Excellence (CCOE) and how they evolve as you transform your business in the adoption of cloud.
Architecting security & governance across your AWS environmentAmazon Web Services
Many AWS customers use multiple accounts to meet their requirements for billing, infrastructure isolation, and separation of duties. In this session, we discuss the latest updates around establishing and building a multi-account security and governance strategy. We will also take a look at data protection strategies for ensuring data integrityand availability using the AWS native services.
AWS Summit Singapore 2019 | Realising Business Value with AWS Analytics ServicesAWS Summits
Speaker: Yu Hua Lim, Solutions Architect, ASEAN, AWS
Customer Speaker: Vasanth Kumar, Head of Software Engineering, NTUC Link Pte Ltd
Hear how local enterprise customers deliver business impact with AWS Analytics and Big Data services. We will cover data monetisation, creation of net new revenue streams, and agility in experimentation.
Presenting Radar: Validation and remediation of AWS cloud resources - GRC343 ...Amazon Web Services
Liberty Mutual is opinionated about how application teams deliver and deploy code into AWS. Applications must be able to secure all data types, meet security standards, and deploy via automation. Radar is an event-driven, rules-based service for validating and remediating AWS cloud resources, and it ensures that security standards are enforced. In this session, learn about Radar, which is built on AWS and designed to ensure compliance across hundreds of AWS accounts in 14 regions while providing flexibility for rule variation. Whether risks are prevented during continuous integration or detected upon deployment and remediated, the goal is the same: all policy is enforced at the earliest moment of risk.
Security Framework Shakedown- Mapeie sua jornada com as melhores práticas da AWSAmazon Web Services LATAM
The document discusses security best practices for adopting AWS based on the AWS Cloud Adoption Framework (CAF) and AWS Well-Architected Framework. It covers topics like defining a security strategy, delivering a security program, identity and access management, network protection, incident response, and automating security best practices. Specific recommendations are provided around areas like enforcing MFA, enabling traceability with GuardDuty, applying security at all layers, and running incident response game days. Links are included to relevant AWS documentation and resources.
Threat detection solution on AWS democratizes cyber security tools that were previously cost and skill prohibitive, so they can counter the rapidly advancing threat landscape. The result will not only assist in improving the customer's security posture, but also provide a security architecture that can scale as business workloads scale.
This solution will provide AWS customers with the capability to detect security threats, prioritize identified threats, and provide recommendations using threat intelligence. The scope is not limited to AWS, but also includes hybrid deployments, traditional data centers, enterprise/satellite offices, and other cloud service providers. Join this session to learn how you can leverage this solution to gain visibility in your environment and detect indicators of attack.
Move users to AWS with Amazon WorkSpaces and Amazon AppStream 2-0Amazon Web Services
The document discusses Amazon Web Services end user computing solutions including Amazon WorkDocs, Amazon WorkLink, Amazon WorkSpaces, and Amazon AppStream 2.0. It provides examples of how customers can use each solution to provide secure access to files, applications and desktops from any device. It also includes a case study of how one customer implemented Amazon WorkSpaces and was able to save costs.
The document is a presentation on building minimum viable products (MVPs) on AWS. It discusses what an MVP is, core foundations like development processes and architectures, anti-patterns to avoid, and examples of architectural patterns that can be used like monoliths, microservices, and serverless. It also covers AWS services that can be used for different data modeling needs like relational databases, key-value stores, and analytics.
How Nubank is building a customer-obsessed bank - FSV201 - New York AWS SummitAmazon Web Services
Nubank, Latin America’s first (and largest) cloud-native bank, has relied on AWS since day one. Operating in the cloud allows Nubank’s developers to create software that scales and quickly adapts to the changing needs of a complex market and a growing business. Nubank relies on services like Amazon EC2, Amazon DynamoDB, Amazon VPC, Amazon S3, and AWS CloudFormation to let 8.5 million customers make around 2.5 million purchases per day—all without a dedicated infrastructure team. Learn how Nubank’s fully automated, cell-based architecture allows the bank to provide the best customer experience while generating reliable audited financial records for regulators.
The Theory and Practice, Practice, Practice of AWS Operations - AWS Summit Sy...Amazon Web Services
At AWS scale, with millions of customers and trillions of actions happening every day, we have learned some hard-earned lessons about how to operate reliable and secure services. In this session we'll cover repeatable patterns, tips, and stories from operating some of AWS's largest services.
Leaping Over the Skills Gap - Accelerate Your Journey with AMSAmazon Web Services
This document summarizes a presentation about AWS Managed Services (AMS). AMS provides automated infrastructure operations on AWS to help customers accelerate their cloud migration and reduce operational costs. It operates customers' AWS environments using a set of microservices for tasks like provisioning, security, monitoring, patching and backup. AMS aims to help customers focus on innovation rather than operating infrastructure. The presentation provides customer examples and discusses how AMS can benefit enterprises in migrating to AWS and managing their cloud environments.
Optimize deep learning training and inferencing using GPU and Amazon SageMake...Amazon Web Services
In this workshop, you gain hands-on experience with Amazon SageMaker, which offers the highest performing GPU-based training instances in the cloud for efficient model training and cost-effective model inference hosting. We first introduce the most common machine vision scenarios. Then, we share the deep learning application development lifecycle. Finally, we demonstrate how to accelerate the process by leveraging the power of Amazon EC2 P3 GPU instances.
Similar to Automate Security Event Management Using Trust-Based Decision Models - AWS Summit Sydney (20)
Come costruire servizi di Forecasting sfruttando algoritmi di ML e deep learn...Amazon Web Services
Il Forecasting è un processo importante per tantissime aziende e viene utilizzato in vari ambiti per cercare di prevedere in modo accurato la crescita e distribuzione di un prodotto, l’utilizzo delle risorse necessarie nelle linee produttive, presentazioni finanziarie e tanto altro. Amazon utilizza delle tecniche avanzate di forecasting, in parte questi servizi sono stati messi a disposizione di tutti i clienti AWS.
In questa sessione illustreremo come pre-processare i dati che contengono una componente temporale e successivamente utilizzare un algoritmo che a partire dal tipo di dato analizzato produce un forecasting accurato.
Big Data per le Startup: come creare applicazioni Big Data in modalità Server...Amazon Web Services
La varietà e la quantità di dati che si crea ogni giorno accelera sempre più velocemente e rappresenta una opportunità irripetibile per innovare e creare nuove startup.
Tuttavia gestire grandi quantità di dati può apparire complesso: creare cluster Big Data su larga scala sembra essere un investimento accessibile solo ad aziende consolidate. Ma l’elasticità del Cloud e, in particolare, i servizi Serverless ci permettono di rompere questi limiti.
Vediamo quindi come è possibile sviluppare applicazioni Big Data rapidamente, senza preoccuparci dell’infrastruttura, ma dedicando tutte le risorse allo sviluppo delle nostre le nostre idee per creare prodotti innovativi.
Ora puoi utilizzare Amazon Elastic Kubernetes Service (EKS) per eseguire pod Kubernetes su AWS Fargate, il motore di elaborazione serverless creato per container su AWS. Questo rende più semplice che mai costruire ed eseguire le tue applicazioni Kubernetes nel cloud AWS.In questa sessione presenteremo le caratteristiche principali del servizio e come distribuire la tua applicazione in pochi passaggi
Vent'anni fa Amazon ha attraversato una trasformazione radicale con l'obiettivo di aumentare il ritmo dell'innovazione. In questo periodo abbiamo imparato come cambiare il nostro approccio allo sviluppo delle applicazioni ci ha permesso di aumentare notevolmente l'agilità, la velocità di rilascio e, in definitiva, ci ha consentito di creare applicazioni più affidabili e scalabili. In questa sessione illustreremo come definiamo le applicazioni moderne e come la creazione di app moderne influisce non solo sull'architettura dell'applicazione, ma sulla struttura organizzativa, sulle pipeline di rilascio dello sviluppo e persino sul modello operativo. Descriveremo anche approcci comuni alla modernizzazione, compreso l'approccio utilizzato dalla stessa Amazon.com.
Come spendere fino al 90% in meno con i container e le istanze spot Amazon Web Services
L’utilizzo dei container è in continua crescita.
Se correttamente disegnate, le applicazioni basate su Container sono molto spesso stateless e flessibili.
I servizi AWS ECS, EKS e Kubernetes su EC2 possono sfruttare le istanze Spot, portando ad un risparmio medio del 70% rispetto alle istanze On Demand. In questa sessione scopriremo insieme quali sono le caratteristiche delle istanze Spot e come possono essere utilizzate facilmente su AWS. Impareremo inoltre come Spreaker sfrutta le istanze spot per eseguire applicazioni di diverso tipo, in produzione, ad una frazione del costo on-demand!
In recent months, many customers have been asking us the question – how to monetise Open APIs, simplify Fintech integrations and accelerate adoption of various Open Banking business models. Therefore, AWS and FinConecta would like to invite you to Open Finance marketplace presentation on October 20th.
Event Agenda :
Open banking so far (short recap)
• PSD2, OB UK, OB Australia, OB LATAM, OB Israel
Intro to Open Finance marketplace
• Scope
• Features
• Tech overview and Demo
The role of the Cloud
The Future of APIs
• Complying with regulation
• Monetizing data / APIs
• Business models
• Time to market
One platform for all: a Strategic approach
Q&A
Rendi unica l’offerta della tua startup sul mercato con i servizi Machine Lea...Amazon Web Services
Per creare valore e costruire una propria offerta differenziante e riconoscibile, le startup di successo sanno come combinare tecnologie consolidate con componenti innovativi creati ad hoc.
AWS fornisce servizi pronti all'utilizzo e, allo stesso tempo, permette di personalizzare e creare gli elementi differenzianti della propria offerta.
Concentrandoci sulle tecnologie di Machine Learning, vedremo come selezionare i servizi di intelligenza artificiale offerti da AWS e, anche attraverso una demo, come costruire modelli di Machine Learning personalizzati utilizzando SageMaker Studio.
OpsWorks Configuration Management: automatizza la gestione e i deployment del...Amazon Web Services
Con l'approccio tradizionale al mondo IT per molti anni è stato difficile implementare tecniche di DevOps, che finora spesso hanno previsto attività manuali portando di tanto in tanto a dei downtime degli applicativi interrompendo l'operatività dell'utente. Con l'avvento del cloud, le tecniche di DevOps sono ormai a portata di tutti a basso costo per qualsiasi genere di workload, garantendo maggiore affidabilità del sistema e risultando in dei significativi miglioramenti della business continuity.
AWS mette a disposizione AWS OpsWork come strumento di Configuration Management che mira ad automatizzare e semplificare la gestione e i deployment delle istanze EC2 per mezzo di workload Chef e Puppet.
Scopri come sfruttare AWS OpsWork a garanzia e affidabilità del tuo applicativo installato su Instanze EC2.
Microsoft Active Directory su AWS per supportare i tuoi Windows WorkloadsAmazon Web Services
Vuoi conoscere le opzioni per eseguire Microsoft Active Directory su AWS? Quando si spostano carichi di lavoro Microsoft in AWS, è importante considerare come distribuire Microsoft Active Directory per supportare la gestione, l'autenticazione e l'autorizzazione dei criteri di gruppo. In questa sessione, discuteremo le opzioni per la distribuzione di Microsoft Active Directory su AWS, incluso AWS Directory Service per Microsoft Active Directory e la distribuzione di Active Directory su Windows su Amazon Elastic Compute Cloud (Amazon EC2). Trattiamo argomenti quali l'integrazione del tuo ambiente Microsoft Active Directory locale nel cloud e l'utilizzo di applicazioni SaaS, come Office 365, con AWS Single Sign-On.
Dal riconoscimento facciale al riconoscimento di frodi o difetti di fabbricazione, l'analisi di immagini e video che sfruttano tecniche di intelligenza artificiale, si stanno evolvendo e raffinando a ritmi elevati. In questo webinar esploreremo le possibilità messe a disposizione dai servizi AWS per applicare lo stato dell'arte delle tecniche di computer vision a scenari reali.
Amazon Web Services e VMware organizzano un evento virtuale gratuito il prossimo mercoledì 14 Ottobre dalle 12:00 alle 13:00 dedicato a VMware Cloud ™ on AWS, il servizio on demand che consente di eseguire applicazioni in ambienti cloud basati su VMware vSphere® e di accedere ad una vasta gamma di servizi AWS, sfruttando a pieno le potenzialità del cloud AWS e tutelando gli investimenti VMware esistenti.
Molte organizzazioni sfruttano i vantaggi del cloud migrando i propri carichi di lavoro Oracle e assicurandosi notevoli vantaggi in termini di agilità ed efficienza dei costi.
La migrazione di questi carichi di lavoro, può creare complessità durante la modernizzazione e il refactoring delle applicazioni e a questo si possono aggiungere rischi di prestazione che possono essere introdotti quando si spostano le applicazioni dai data center locali.
Crea la tua prima serverless ledger-based app con QLDB e NodeJSAmazon Web Services
Molte aziende oggi, costruiscono applicazioni con funzionalità di tipo ledger ad esempio per verificare lo storico di accrediti o addebiti nelle transazioni bancarie o ancora per tenere traccia del flusso supply chain dei propri prodotti.
Alla base di queste soluzioni ci sono i database ledger che permettono di avere un log delle transazioni trasparente, immutabile e crittograficamente verificabile, ma sono strumenti complessi e onerosi da gestire.
Amazon QLDB elimina la necessità di costruire sistemi personalizzati e complessi fornendo un database ledger serverless completamente gestito.
In questa sessione scopriremo come realizzare un'applicazione serverless completa che utilizzi le funzionalità di QLDB.
Con l’ascesa delle architetture di microservizi e delle ricche applicazioni mobili e Web, le API sono più importanti che mai per offrire agli utenti finali una user experience eccezionale. In questa sessione impareremo come affrontare le moderne sfide di progettazione delle API con GraphQL, un linguaggio di query API open source utilizzato da Facebook, Amazon e altro e come utilizzare AWS AppSync, un servizio GraphQL serverless gestito su AWS. Approfondiremo diversi scenari, comprendendo come AppSync può aiutare a risolvere questi casi d’uso creando API moderne con funzionalità di aggiornamento dati in tempo reale e offline.
Inoltre, impareremo come Sky Italia utilizza AWS AppSync per fornire aggiornamenti sportivi in tempo reale agli utenti del proprio portale web.
Database Oracle e VMware Cloud™ on AWS: i miti da sfatareAmazon Web Services
Molte organizzazioni sfruttano i vantaggi del cloud migrando i propri carichi di lavoro Oracle e assicurandosi notevoli vantaggi in termini di agilità ed efficienza dei costi.
La migrazione di questi carichi di lavoro, può creare complessità durante la modernizzazione e il refactoring delle applicazioni e a questo si possono aggiungere rischi di prestazione che possono essere introdotti quando si spostano le applicazioni dai data center locali.
In queste slide, gli esperti AWS e VMware presentano semplici e pratici accorgimenti per facilitare e semplificare la migrazione dei carichi di lavoro Oracle accelerando la trasformazione verso il cloud, approfondiranno l’architettura e dimostreranno come sfruttare a pieno le potenzialità di VMware Cloud ™ on AWS.
1) The document discusses building a minimum viable product (MVP) using Amazon Web Services (AWS).
2) It provides an example of an MVP for an omni-channel messenger platform that was built from 2017 to connect ecommerce stores to customers via web chat, Facebook Messenger, WhatsApp, and other channels.
3) The founder discusses how they started with an MVP in 2017 with 200 ecommerce stores in Hong Kong and Taiwan, and have since expanded to over 5000 clients across Southeast Asia using AWS for scaling.
This document discusses pitch decks and fundraising materials. It explains that venture capitalists will typically spend only 3 minutes and 44 seconds reviewing a pitch deck. Therefore, the deck needs to tell a compelling story to grab their attention. It also provides tips on tailoring different types of decks for different purposes, such as creating a concise 1-2 page teaser, a presentation deck for pitching in-person, and a more detailed read-only or fundraising deck. The document stresses the importance of including key information like the problem, solution, product, traction, market size, plans, team, and ask.
This document discusses building serverless web applications using AWS services like API Gateway, Lambda, DynamoDB, S3 and Amplify. It provides an overview of each service and how they can work together to create a scalable, secure and cost-effective serverless application stack without having to manage servers or infrastructure. Key services covered include API Gateway for hosting APIs, Lambda for backend logic, DynamoDB for database needs, S3 for static content, and Amplify for frontend hosting and continuous deployment.
This document provides tips for fundraising from startup founders Roland Yau and Sze Lok Chan. It discusses generating competition to create urgency for investors, fundraising in parallel rather than sequentially, having a clear fundraising narrative focused on what you do and why it's compelling, and prioritizing relationships with people over firms. It also notes how the pandemic has changed fundraising, with examples of deals done virtually during this time. The tips emphasize being fully prepared before fundraising and cultivating connections with investors in advance.
AWS_HK_StartupDay_Building Interactive websites while automating for efficien...Amazon Web Services
This document discusses Amazon's machine learning services for building conversational interfaces and extracting insights from unstructured text and audio. It describes Amazon Lex for creating chatbots, Amazon Comprehend for natural language processing tasks like entity extraction and sentiment analysis, and how they can be used together for applications like intelligent call centers and content analysis. Pre-trained APIs simplify adding machine learning to apps without requiring ML expertise.
Amazon Elastic Container Service (Amazon ECS) è un servizio di gestione dei container altamente scalabile, che semplifica la gestione dei contenitori Docker attraverso un layer di orchestrazione per il controllo del deployment e del relativo lifecycle. In questa sessione presenteremo le principali caratteristiche del servizio, le architetture di riferimento per i differenti carichi di lavoro e i semplici passi necessari per poter velocemente migrare uno o più dei tuo container.