Este curso forma parte de Programa especializado: Building Cloud Computing Solutions at Scale

4.5
estrellas
72 calificaciones

Noah Gift

7017 ya inscrito

Ofrecido Por

Programa especializado: Building Cloud Computing Solutions at ScaleUniversidad Duke

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Welcome to the second course in the Building Cloud Computing Solutions at Scale Specialization! In this course, you will learn to design Cloud-native systems with the fundamental building blocks of Cloud computing. These building blocks include virtual machines and containers. You will also learn how to build effective Microservices using technologies like Flask and Kubernetes. Finally, you will analyze successful patterns in Operations including: Effective alerts, load testing and Kaizen. 
This course is ideal for beginners as well as intermediate students interested in applying Cloud computing to data science, machine learning and data engineering. Students should have beginner level Linux and intermediate level Python skills. For your project in this course, you build a containerized Flask application that is continuously deployed to a Cloud platform: Amazon Web Services (AWS), Azure or Google Cloud Platform (GCP).

Fechas límite flexibles

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Certificado para compartir

Obtén un certificado al finalizar

100 % en línea

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Laboratorios de Coursera

Incluye proyectos de aprendizaje prácticos.

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Curso 2 de 4 en

Programa especializado: Building Cloud Computing Solutions at Scale

Nivel principiante

Beginner level Linux and Python skills

Aprox. 13 horas para completar

Inglés (English)

Fechas límite flexibles

Restablece las fechas límite en función de tus horarios.

Certificado para compartir

Obtén un certificado al finalizar

100 % en línea

Comienza de inmediato y aprende a tu propio ritmo.

Laboratorios de Coursera

Incluye proyectos de aprendizaje prácticos.

Obtén más información sobre los laboratorios de Coursera

Curso 2 de 4 en

Programa especializado: Building Cloud Computing Solutions at Scale

Nivel principiante

Beginner level Linux and Python skills

Aprox. 13 horas para completar

Inglés (English)

Instructor

Calificación del instructor

4,56/5 (18 calificaciones)

Noah Gift

Executive in Residence and Founder of Pragmatic AI Labs

Interdisciplinary Data Science (MIDS)

37.371 alumnos

11 cursos

Ofrecido por

Universidad Duke

Programa - Qué aprenderás en este curso

Semana1

Semana 1

1 hora para completar

Getting Started with Cloud Building Blocks

This week, you will learn how to access the free tiers of three Cloud environments. If you are joining after completing the first course in this Specialization, this will already be familiar to you. You will then have an opportunity to review the details of the final project in this course: Creating a containerized Flask application that is continuously deployed to a Cloud platform. Each week, you will learn and build upon key Cloud development skills to prepare you for this final course project.

1 hora para completar

5 videos (Total 10 minutos), 3 lecturas

Semana2

Semana 2

5 horas para completar

Virtualization and Containers

5 horas para completar

16 videos (Total 73 minutos), 8 lecturas, 1 cuestionario

16 videos

Introduction to Virtual Machines2mContainers vs. Virtual Machines2mHow Do Spot Instances Work?3mLaunch an AWS Spot Instance11mCreate a GCP Virtual Machine from Terminal5mCreate Compute Cluster in Azure ML Studio3mIntroduction to Containers50sUsing Containers3mWhat is Docker?6mRun a Container from Docker Hub4mBuild a Docker Container Project from Scratch3mPush to Project to AWS ECR Registry7mIntroduction to Kubernetes44sOverview of Kubernetes5mDeploy App to Kubernetes on GKE6mKubernetes Demo5m

8 lecturas

Red Hat on Containers vs VMs10mMicrosoft Learn on Containers vs VMs10mLaunch VM Quiklabs40mDocker Format Containers10mContainer from Scratch (GitHub Repo)10mContainerized Flask Microservice Locally10mMore on Kubernetes10mDeploy a Kubernetes Python Flask App10m

1 ejercicio de práctica

Week 2 Quiz30m

Semana3

Semana 3

5 horas para completar

Microservices

5 horas para completar

14 videos (Total 50 minutos), 4 lecturas, 1 cuestionario

14 videos

Introduction to Microservices1mWhat is a Microservice?2mRunning Microservices1mIntroduction to Flask1mWhat is Flask?2mFlask Change Microservice5mFlask Azure Microservice8mIntroduction to Serverless Microservices55sServerless Functions Overview1mBuild Marco Polo AWS Lambda5mBuild Marco Polo Step Function4mBuild AWS S3 Bucket Trigger4mCLI Trigger of Lambda2mGoogle Cloud Function Change5m

4 lecturas

Operationalizing a Microservice10mServerless Cookbook Repository10mLearn about AWS SAM (Serverless Application Model)10mEnhance a Flask Microservice10m

1 ejercicio de práctica

Week 3 Quiz30m

Semana4

Semana 4

3 horas para completar

Operations

This week, you will learn to effectively perform Operations. This involves mastering Monitoring and Alerts. A key question about Monitoring and Alerts is what to do when they occur. This question is handled in the following lesson. You will learn how load testing can prevent issues before they arise. Finally, the topic of Kaizen, or continuous improvement, is tackled. All of the topics this week are components of DevOps best practices.

3 horas para completar

11 videos (Total 36 minutos), 3 lecturas, 1 cuestionario

11 videos

Introduction to Monitoring and Alerts1mEffective Monitoring and Alerts2mMonitoring, Triggers and Alerts with AWS Cloudwatch5mBuilding an Alert from Scratch3mIntroduction to Load Testing1mEffective Load Testing2mFlask Locust Load Test6mPrometheus Monitoring6mIntroduction to Kaizen1mEffective Continuous Improvement2mWhat are the 'Five Whys'?2m

3 lecturas

Flask Load Test10mLoad Test a Flask Microservice10mCreate a containerized Flask Machine Learning Microservice10m

1 ejercicio de práctica

Week 4 Quiz30m

Reseñas

4.5

17 reseña

5 stars
65,27 %
4 stars
22,22 %
3 stars
9,72 %
2 stars
1,38 %
1 star
1,38 %

Principales reseñas sobre CLOUD VIRTUALIZATION, CONTAINERS AND APIS

por KN9 de nov. de 2022

Fantastic! Thank you.

This course was an eye-opener for me.

por MM26 de sep. de 2022

This cource is best suited if you are part of transformation jounery

Ver todas las reseñas

Acerca de Programa especializado: Building Cloud Computing Solutions at Scale

With more companies leveraging software that runs on the Cloud, there is a growing need to find and hire individuals with the skills needed to build solutions on a variety of Cloud platforms. Employers agree: Cloud talent is hard to find. This Specialization is designed to address the Cloud talent gap by providing training to anyone interested in developing the job-ready, pragmatic skills needed for careers that leverage Cloud-native technologies.

In the first course, you will learn how to build foundational Cloud computing infrastructure, including websites involving serverless technology and virtual machines, using the best practices of DevOps. The second course will teach you how to build effective Microservices using technologies like Flask and Kubernetes that are continuously deployed to a Cloud platform: Amazon Web Services (AWS), Azure or Google Cloud Platform (GCP). The third course begins to put together all of the Cloud concepts introduced in the first two courses to tackle more complex data engineering solutions. And finally, in the fourth course you will apply Machine Learning Engineering to build a Flask web application that serves out Machine Learning predictions.

Building Cloud Computing Solutions at Scale

Preguntas Frecuentes

¿Cuándo podré acceder a las lecciones y tareas?
El acceso a las clases y las asignaciones depende del tipo de inscripción que tengas. Si tomas un curso en modo de oyente, verás la mayoría de los materiales del curso en forma gratuita. Para acceder a asignaciones calificadas y obtener un certificado, deberás comprar la experiencia de Certificado, ya sea durante o después de participar como oyente. Si no ves la opción de oyente:
es posible que el curso no ofrezca la opción de participar como oyente. En cambio, puedes intentar con una Prueba gratis o postularte para recibir ayuda económica.
Es posible que el curso ofrezca la opción 'Curso completo, sin certificado'. Esta opción te permite ver todos los materiales del curso, enviar las evaluaciones requeridas y obtener una calificación final. También significa que no podrás comprar una experiencia de Certificado.
¿Qué recibiré si me suscribo a este Programa especializado?
Cuando te inscribes en un curso, obtienes acceso a todos los cursos que forman parte del Programa especializado y te darán un Certificado cuando completes el trabajo. Se añadirá tu Certificado electrónico a la página Logros. Desde allí, puedes imprimir tu Certificado o añadirlo a tu perfil de LinkedIn. Si solo quieres leer y visualizar el contenido del curso, puedes auditar el curso sin costo.
¿Hay ayuda económica disponible?
Sí. En ciertos programas de aprendizaje, puedes postularte para recibir ayuda económica o una beca en caso de no poder costear los gastos de la tarifa de inscripción. Si hay ayuda económica o becas disponibles para tu selección de programa de aprendizaje, verás un enlace para postularte en la página de descripción.

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Cloud Virtualization, Containers and APIs

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