This document provides an overview of serverless computing on AWS. It discusses AWS Lambda as a serverless compute service, how Lambda functions are triggered by events from other AWS services. It also briefly demonstrates building a simple serverless application with API Gateway, Lambda, and DynamoDB. The document then discusses AWS Amplify and how it can help develop and deploy full stack serverless applications using AWS services.
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.
AWS SSA Webinar 4 - Building out your multi-account infrastructureCobus Bernard
Takes you through setting up multiple accounts with AWS Organisations, adding IAM policies, roles, groups and users. Also covers how to set up account switching, use profiles with the AWS CLI. Lastly, it cover which resources should be created in which accounts, and how to reason about those.
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.
Migrare applicazioni e dati, estendere la capacità del data center, utilizzare nuove funzionalità native del cloud, creare soluzioni di backup e disaster recovery.
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.
AWS SSA Webinar 4 - Building out your multi-account infrastructureCobus Bernard
Takes you through setting up multiple accounts with AWS Organisations, adding IAM policies, roles, groups and users. Also covers how to set up account switching, use profiles with the AWS CLI. Lastly, it cover which resources should be created in which accounts, and how to reason about those.
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.
Migrare applicazioni e dati, estendere la capacità del data center, utilizzare nuove funzionalità native del cloud, creare soluzioni di backup e disaster recovery.
AWS Startup Garage - Building your MVP on AWSCobus Bernard
Tips for startups on how to think about their MVP, how to make the most of developer time, pitfalls to avoid and sample architectures of how to build the MVP on AWS.
In this session we will focus on accounts operations best practices, how to setup your account to reduce operational risks and how to make your operations easier using various tools including Systems Manager, Trusted Advisor, Personal Health Dashboard, AWS config and more. SundaySky will present how they improve their operations with automated responce based on lessons learned.
Initiate Edinburgh 2019 - Moving to DevOps the Amazon WayAmazon Web Services
DevOps is currently one of the most sought after engineering models. One reason is that it helps enterprise transformations. The Amazon transformation to DevOps was born out of the desire to be even more customer obsessed, more agile, and more innovative. Come and learn from our journey as we share the playbook that helped us successfully implement and adopt DevOps as well as the lessons we learned the hard way.
Security is top priority at AWS. All Amazon Web Services (AWS) customers benefit from a data center and network architecture built to satisfy the requirements of the most security-sensitive organizations. In this session, Ryan Jaeger, senior solutions architect and security specialist, AWS, will discuss the four common challenges that CISOs and their security teams struggle with and why cybersecurity is becoming a driving force behind commercial cloud adoption. We will also share best practices and learnings from our customers on additional security measures organizations should explore to meet regulatory and compliance requirements and safeguard their environment.
DevConf 2020: Resiliency and availability design patterns for the cloudCobus Bernard
Learn about how to build resilient systems in the cloud by understanding the underlying infrastructure and build you app to best use it. The talk covers running multiple copies of your app, timeouts, retries&backoffs, database scaling options.
Which Internet of Things (IoT) network or platform will make the most of your data - now and in the long run? How do you keep your data secure in this connected world? Find out in our webinar, which tackles the infrastructure decisions that come with creating a smart place.
Introduction to the AWS Cloud - AWSome Day 2019 - CharlotteAmazon Web Services
This free, one-day training will provide a step-by-step introduction to the core AWS services for compute, storage, database, and networking. AWS technical experts will explain key features and use cases, share best practices, walk through technical demos, and be available to answer your questions one-on-one. Who should attend? AWSome Day is ideal for IT managers, system engineers, system administrators, and architects who are eager to learn more about cloud computing and how to get started on the AWS Cloud.
AWSome Day Online 2020_Module 4: Secure your cloud applicationsAmazon Web Services
This module covers how AWS approaches securing the cloud, along with the AWS Shared Responsibility Model, AWS Access Control and Management, AWS Security Compliance Programs, and resources available to you in better understanding AWS Cloud security options.
Scale fearlessly with Amazon DynamoDB adaptive capacity - ADB302 - Santa Clar...Amazon Web Services
Amazon DynamoDB is a NoSQL database service that delivers single-digit millisecond performance at any scale. In this session, learn how to scale your database by 10x without breaking a sweat (or the bank). We dive deep into how DynamoDB shards your data and optimizes database performance on your behalf. Learn the latest in adaptive capacity technology, when to use on-demand read/write capacity mode, and the other ways in which DynamoDB adapts to your workload instead of requiring you to adapt to a database.
A tale of two customers - Simplified data protection with Veeam, N2WS & AWS -...Amazon Web Services
When you move backups to AWS and manage data protection across on-premises and cloud environments, there are many things you need to consider. Veeam and N2WS (a Veeam company) enable data protection and portability to the AWS Cloud with enterprise-class backup and disaster recovery. In this demo session, learn how two customers scale on the AWS Cloud by leveraging Veeam and N2WS to protect thousands of Amazon EC2 instances with native snapshot-based backups and automated data lifecycling to Amazon S3. Learn how to back up, restore, and protect production databases and workloads with N2WS Backup & Recovery and the new Veeam Availability for AWS.
AWS Startup Garage - Building your MVP on AWSCobus Bernard
Tips for startups on how to think about their MVP, how to make the most of developer time, pitfalls to avoid and sample architectures of how to build the MVP on AWS.
In this session we will focus on accounts operations best practices, how to setup your account to reduce operational risks and how to make your operations easier using various tools including Systems Manager, Trusted Advisor, Personal Health Dashboard, AWS config and more. SundaySky will present how they improve their operations with automated responce based on lessons learned.
Initiate Edinburgh 2019 - Moving to DevOps the Amazon WayAmazon Web Services
DevOps is currently one of the most sought after engineering models. One reason is that it helps enterprise transformations. The Amazon transformation to DevOps was born out of the desire to be even more customer obsessed, more agile, and more innovative. Come and learn from our journey as we share the playbook that helped us successfully implement and adopt DevOps as well as the lessons we learned the hard way.
Security is top priority at AWS. All Amazon Web Services (AWS) customers benefit from a data center and network architecture built to satisfy the requirements of the most security-sensitive organizations. In this session, Ryan Jaeger, senior solutions architect and security specialist, AWS, will discuss the four common challenges that CISOs and their security teams struggle with and why cybersecurity is becoming a driving force behind commercial cloud adoption. We will also share best practices and learnings from our customers on additional security measures organizations should explore to meet regulatory and compliance requirements and safeguard their environment.
DevConf 2020: Resiliency and availability design patterns for the cloudCobus Bernard
Learn about how to build resilient systems in the cloud by understanding the underlying infrastructure and build you app to best use it. The talk covers running multiple copies of your app, timeouts, retries&backoffs, database scaling options.
Which Internet of Things (IoT) network or platform will make the most of your data - now and in the long run? How do you keep your data secure in this connected world? Find out in our webinar, which tackles the infrastructure decisions that come with creating a smart place.
Introduction to the AWS Cloud - AWSome Day 2019 - CharlotteAmazon Web Services
This free, one-day training will provide a step-by-step introduction to the core AWS services for compute, storage, database, and networking. AWS technical experts will explain key features and use cases, share best practices, walk through technical demos, and be available to answer your questions one-on-one. Who should attend? AWSome Day is ideal for IT managers, system engineers, system administrators, and architects who are eager to learn more about cloud computing and how to get started on the AWS Cloud.
AWSome Day Online 2020_Module 4: Secure your cloud applicationsAmazon Web Services
This module covers how AWS approaches securing the cloud, along with the AWS Shared Responsibility Model, AWS Access Control and Management, AWS Security Compliance Programs, and resources available to you in better understanding AWS Cloud security options.
Scale fearlessly with Amazon DynamoDB adaptive capacity - ADB302 - Santa Clar...Amazon Web Services
Amazon DynamoDB is a NoSQL database service that delivers single-digit millisecond performance at any scale. In this session, learn how to scale your database by 10x without breaking a sweat (or the bank). We dive deep into how DynamoDB shards your data and optimizes database performance on your behalf. Learn the latest in adaptive capacity technology, when to use on-demand read/write capacity mode, and the other ways in which DynamoDB adapts to your workload instead of requiring you to adapt to a database.
A tale of two customers - Simplified data protection with Veeam, N2WS & AWS -...Amazon Web Services
When you move backups to AWS and manage data protection across on-premises and cloud environments, there are many things you need to consider. Veeam and N2WS (a Veeam company) enable data protection and portability to the AWS Cloud with enterprise-class backup and disaster recovery. In this demo session, learn how two customers scale on the AWS Cloud by leveraging Veeam and N2WS to protect thousands of Amazon EC2 instances with native snapshot-based backups and automated data lifecycling to Amazon S3. Learn how to back up, restore, and protect production databases and workloads with N2WS Backup & Recovery and the new Veeam Availability for AWS.
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.
Leveraging serverless in fullstack developmentEric Johnson
This session was from DeveloperWeek 2020 SFO.
Using serverless reduces time spent managing infrastructure and provides developers more time to focus on code. In this session I will cover tooling, frameworks, and architectural patterns focused on building a web application from front to back. Along the way we will discuss pitfalls and best practices to help you get a jump start on developing without servers.
Spoločnosti na celom svete presúvajú svoje aplikácie do cloudu tak rýchlo, ako sa len dá, aby sa stali flexibilnejšími a znížili náklady. Niektoré aplikácie však musia ostať v lokálnych dátacentrách, či už z dôvodu nízkej latencie alebo požiadaviek na miestne spracovanie údajov. Riešenie AWS Outposts prináša plne spravované cloudové služby a infraštruktúru do akéhokoľvek dátového centra. Rovnaké API rozhranie cez grafickú konzolu, príkazový riadok či SDK bez ohľadu na to, či je aplikácia v cloude alebo v AWS Outpost umožňuje naplno využiť model hybridného cloudu bez kompromisov. V tomto webinári vám predstavíme fungovanie AWS Outposts, rovnako ako prípady použitia v reálnej zákazníckej prevádzke.
Introduction to the AWS Cloud - AWSome Day 2019 - VancouverAmazon Web Services
This free, one-day training will provide a step-by-step introduction to the core AWS services for compute, storage, database, and networking. AWS technical experts will explain key features and use cases, share best practices, walk through technical demos, and be available to answer your questions one-on-one. Who should attend? AWSome Day is ideal for IT managers, system engineers, system administrators, and architects who are eager to learn more about cloud computing and how to get started on the AWS Cloud.
What can you do with Serverless in 2020Boaz Ziniman
Serverless is always evolving (faster than any definition) and each year new capabilities simplify existing workloads and enable new applications to be implemented in an easier, more efficient way. At AWS, we have focused on improving observability, configuration management, functions invocations, service integrations, and execution environments. Looking at some of the more recent updates, this session is introducing the reasoning behind the new features, and how to use them to reduce your architecture complexity, including real world examples of what AWS customers are doing, so that you can focus on creating value for YOUR customers.
* 발표 동영상: https://youtu.be/IF41bhP5P5w
컨테이너, 서버리스, 마이크로서비스 아키텍처 등 다양한 애플리케이션 현대화를 위한 기술이 쏟아져 나오고 있습니다. 본 세션에는 클라우드 기반의 앱 현대화를 고려하고 계신 분들이 먼저 고려해야 할 5가지 사항과 이를 위한 해법을 소개합니다. 2012년 부터 오랜 기간 클라우드 기반 서비스 개발 및 현대화를 진행해온 삼성전자의 갤럭시 서비스에서 어떻게 컨테이너와 마이크로서비스 기반 아키텍처 경험을 대담과 함께 알아봅니다.
Getting Started with Serverless ArchitecturesRohini Gaonkar
Serverless architectures let you build and deploy applications and services with infrastructure resources that require zero administration. In the past, you had to provision and scale servers to run your application code, install and operate distributed databases, and build and run custom software to handle API requests. Now, AWS provides a stack of scalable, fully-managed services that eliminates these operational complexities. In this session, you will learn about serverless architectures, their benefits, and the basics of the AWS’s serverless stack (e.g., AWS Lambda, Amazon API Gateway, and AWS Step Functions).
Introduction to the AWS Cloud - AWSome Day 2019 - TorontoAmazon Web Services
This free, one-day training will provide a step-by-step introduction to the core AWS services for compute, storage, database, and networking. AWS technical experts will explain key features and use cases, share best practices, walk through technical demos, and be available to answer your questions one-on-one. Who should attend? AWSome Day is ideal for IT managers, system engineers, system administrators, and architects who are eager to learn more about cloud computing and how to get started on the AWS Cloud.
How to Architect and Bring to Market SaaS on AWS GovCloud (US)Amazon Web Services
AWS GovCloud (US) is an isolated AWS region designated to allow US government agencies and organizations in highly-regulated industries to move sensitive data and regulated IT workloads to the cloud by addressing their specific regulatory and compliance requirements. These organizations are increasingly integrating SaaS technologies into their IT environments; however, they often require SaaS products to address the same compliance features of the GovCloud region. This session will discuss how SaaS vendors should approach migrating to GovCloud (US), key architecture, compliance and operational considerations and best practices for bringing a SaaS product on GovCloud (US) to market. This session also shows you how to meet acquisition and procurement policies with AWS Marketplace for AWS GovCloud (US).
Pengantar Cloud Computing dengan AWS - Petra Novandi BarusDicodingEvent
Kali ini Dicoding LIVE bersama Amazon Web Service Indonesia akan membahas tentang "Pengantar Cloud Computing dengan AWS."
Sesi ini membahas tentang kiat-kiat khusus mempelajari Cloud Practitioner Essentials dan materi yang bisa didapatkan gratis melalui beasiswa Cloud and Back-End Developer.
Amazon QuickSight è un servizio di business intelligence veloce e innovativo che consente di fornire informazioni dettagliate a tutti gli utenti dell'organizzazione. Come servizio completamente gestito, QuickSight consente di creare e pubblicare facilmente dashboard interattive che includono funzionalità uniche quali ML Insights, Ml Powered Forecasts and Anomaly Detection. Le dashboard sono quindi accessibili da qualsiasi dispositivo e possono essere integrate in applicazioni, portali e siti Web. Nell'ultimo anno QuickSight ha rilasciato oltre 200 nuove funzionalità. In questo webinar forniamo una panoramica dettagliata di QuickSight e una demo live per apprezzarne appieno il potenziale.
Il cloud ibrido fa riferimento all'uso di risorse locali in aggiunta alle risorse pubbliche del cloud. Un cloud ibrido consente a un'organizzazione di migrare applicazioni e dati nel cloud, estendere la capacità del data center, utilizzare nuove funzionalità native del cloud, avvicinare le applicazioni ai clienti e creare una soluzione di backup e disaster recovery con una elevata disponibilità. In questa sessione verranno presentate le principali architetture ed i tool AWS per realizzarle.
Introduction to the AWS Cloud - AWSome Day 2019 - ChicagoAmazon Web Services
This free, one-day training will provide a step-by-step introduction to the core AWS services for compute, storage, database, and networking. AWS technical experts will explain key features and use cases, share best practices, walk through technical demos, and be available to answer your questions one-on-one. Who should attend? AWSome Day is ideal for IT managers, system engineers, system administrators, and architects who are eager to learn more about cloud computing and how to get started on the AWS Cloud.
How to deploy a production ready serverless application
Level: 300
To get the most out of the agility afforded by serverless, it is essential to build CI/CD pipelines that help teams iterate on code and quickly release features.
Serverless and distributed systems in production cannot be done any other way than with a good and efficient CI/CD pipeline.
In this talk, I demonstrate how you can use infrastructure-as-code (IaC) models to build effective CI/CD release workflows to manage serverless deployments on AWS, using tools like AWS CodeBuild, AWS CodePipeline, and AWS CodeDeploy.
Specifically, we focus on how to automate safer deployments that can be monitored and rolled back automatically.
I will do demos where I deploy Lambdas with Code* suite and show examples with complex systems.
20201013 - Serverless Architecture Conference - How to migrate your existing ...Marcia Villalba
How to migrate an existing application to serverless?
Level 200 - 250
You want to migrate your existing application to serverless and you don’t know where to start.
This is a common problem that a lot of the architects, CTOs and developers have, as it is very rare that we start a project from a Greenfield.
In this talk I will walk you through different strategies to migrate an existing application to serverless. We will look at known architectures existing challenges in applications and how we can overcome them with serverless. And also I will share what I learnt when I worked on the migration of one existing micro services application into serverless.
2020-04-02 DevConf - How to migrate an existing application to serverlessMarcia Villalba
You want to migrate your existing application to serverless and you don’t know where to start. This is a common problem that a lot of the architects, CTOs and developers have, as it is very rare that we start a project from a Greenfield. In this talk, I will walk you through different strategies to migrate an existing application to serverless. We will look at known architectures existing challenges in applications and how we can overcome them with serverless. And also I will share what I learnt when I worked on the migration of one existing microservices application into serverless.
Track: DevOps: Culture of working together and the technology that makes it happen
Serverless Days Milano - Developing Serverless applications with GraphQLMarcia Villalba
This is the presentation that I gave at Serverless Days Milano 2019. Its a 10-minute presentation with lots of videos.
If you want to learn more about AppSync check my playlist on how to get started with this. https://www.youtube.com/playlist?list=PLGyRwGktEFqdX2cjO5xQVKb96q2DpwASR
Octubre 2018 - AWS UG Montevideo - Intro a Serverless y buenas practicasMarcia Villalba
Presentación de mas o menos una hora que di en la meetup de AWS UG Montevideo.
En esta presentación hablo de serverless, que es y como funciona. También doy buenas practicas para el desarrollo de proyectos serverless en producción
Immunizing Image Classifiers Against Localized Adversary Attacksgerogepatton
This paper addresses the vulnerability of deep learning models, particularly convolutional neural networks
(CNN)s, to adversarial attacks and presents a proactive training technique designed to counter them. We
introduce a novel volumization algorithm, which transforms 2D images into 3D volumetric representations.
When combined with 3D convolution and deep curriculum learning optimization (CLO), itsignificantly improves
the immunity of models against localized universal attacks by up to 40%. We evaluate our proposed approach
using contemporary CNN architectures and the modified Canadian Institute for Advanced Research (CIFAR-10
and CIFAR-100) and ImageNet Large Scale Visual Recognition Challenge (ILSVRC12) datasets, showcasing
accuracy improvements over previous techniques. The results indicate that the combination of the volumetric
input and curriculum learning holds significant promise for mitigating adversarial attacks without necessitating
adversary training.
Water billing management system project report.pdfKamal Acharya
Our project entitled “Water Billing Management System” aims is to generate Water bill with all the charges and penalty. Manual system that is employed is extremely laborious and quite inadequate. It only makes the process more difficult and hard.
The aim of our project is to develop a system that is meant to partially computerize the work performed in the Water Board like generating monthly Water bill, record of consuming unit of water, store record of the customer and previous unpaid record.
We used HTML/PHP as front end and MYSQL as back end for developing our project. HTML is primarily a visual design environment. We can create a android application by designing the form and that make up the user interface. Adding android application code to the form and the objects such as buttons and text boxes on them and adding any required support code in additional modular.
MySQL is free open source database that facilitates the effective management of the databases by connecting them to the software. It is a stable ,reliable and the powerful solution with the advanced features and advantages which are as follows: Data Security.MySQL is free open source database that facilitates the effective management of the databases by connecting them to the software.
NUMERICAL SIMULATIONS OF HEAT AND MASS TRANSFER IN CONDENSING HEAT EXCHANGERS...ssuser7dcef0
Power plants release a large amount of water vapor into the
atmosphere through the stack. The flue gas can be a potential
source for obtaining much needed cooling water for a power
plant. If a power plant could recover and reuse a portion of this
moisture, it could reduce its total cooling water intake
requirement. One of the most practical way to recover water
from flue gas is to use a condensing heat exchanger. The power
plant could also recover latent heat due to condensation as well
as sensible heat due to lowering the flue gas exit temperature.
Additionally, harmful acids released from the stack can be
reduced in a condensing heat exchanger by acid condensation. reduced in a condensing heat exchanger by acid condensation.
Condensation of vapors in flue gas is a complicated
phenomenon since heat and mass transfer of water vapor and
various acids simultaneously occur in the presence of noncondensable
gases such as nitrogen and oxygen. Design of a
condenser depends on the knowledge and understanding of the
heat and mass transfer processes. A computer program for
numerical simulations of water (H2O) and sulfuric acid (H2SO4)
condensation in a flue gas condensing heat exchanger was
developed using MATLAB. Governing equations based on
mass and energy balances for the system were derived to
predict variables such as flue gas exit temperature, cooling
water outlet temperature, mole fraction and condensation rates
of water and sulfuric acid vapors. The equations were solved
using an iterative solution technique with calculations of heat
and mass transfer coefficients and physical properties.
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...Amil Baba Dawood bangali
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Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Dr.Costas Sachpazis
Terzaghi's soil bearing capacity theory, developed by Karl Terzaghi, is a fundamental principle in geotechnical engineering used to determine the bearing capacity of shallow foundations. This theory provides a method to calculate the ultimate bearing capacity of soil, which is the maximum load per unit area that the soil can support without undergoing shear failure. The Calculation HTML Code included.
Welcome to WIPAC Monthly the magazine brought to you by the LinkedIn Group Water Industry Process Automation & Control.
In this month's edition, along with this month's industry news to celebrate the 13 years since the group was created we have articles including
A case study of the used of Advanced Process Control at the Wastewater Treatment works at Lleida in Spain
A look back on an article on smart wastewater networks in order to see how the industry has measured up in the interim around the adoption of Digital Transformation in the Water Industry.
Understanding Inductive Bias in Machine LearningSUTEJAS
This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
The presentation also covers the positive and negative aspects of inductive bias, along with strategies for mitigating potential drawbacks. We'll explore examples of how bias manifests in algorithms like neural networks and decision trees.
By understanding inductive bias, you can gain valuable insights into how machine learning models work and make informed decisions when building and deploying them.
HEAP SORT ILLUSTRATED WITH HEAPIFY, BUILD HEAP FOR DYNAMIC ARRAYS.
Heap sort is a comparison-based sorting technique based on Binary Heap data structure. It is similar to the selection sort where we first find the minimum element and place the minimum element at the beginning. Repeat the same process for the remaining elements.