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    Back-end Application Development Capstone Project
    • About
    • Outcomes
    • Modules
    • Recommendations
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    1. Browse
    2. Information Technology
    3. Cloud Computing
    IBM

    Back-end Application Development Capstone Project

    This course is part of IBM Back-End Development Professional Certificate

    IBM Skills Network Team

    Instructor: IBM Skills Network Team

    5,417 already enrolled

    Included with Coursera Plus

    •Learn more
    5 modules
    Gain insight into a topic and learn the fundamentals.
    5.0

    (36 reviews)

    Advanced level
    Designed for those already in the industry
    18 hours to complete
    3 weeks at 6 hours a week
    Flexible schedule
    Learn at your own pace

    5 modules
    Gain insight into a topic and learn the fundamentals.
    5.0

    (36 reviews)

    Advanced level
    Designed for those already in the industry
    18 hours to complete
    3 weeks at 6 hours a week
    Flexible schedule
    Learn at your own pace
    • About
    • Outcomes
    • Modules
    • Recommendations
    • Testimonials
    • Reviews

    What you'll learn

    • Demonstrate proficiency to develop and deploy backend services and applications

    • Apply your back-end development skills to author microservices and REST APIs in Flask

    • Create and query databases like MongoDB and integrate with Django apps

    • Containerize microservices using Docker and deploy using Kubernetes, OpenShift and serverless

    Skills you'll gain

    • Application Development
    • Back-End Web Development
    • Docker (Software)
    • Scalability
    • MongoDB
    • Restful API
    • Application Deployment
    • Code Review
    • Kubernetes
    • Database Systems
    • Django (Web Framework)
    • Databases
    • Flask (Web Framework)
    • Cloud Development
    • OpenShift
    • Web Services
    • Web Applications
    • NoSQL
    • Microservices
    • Cloud Applications

    Details to know

    Shareable certificate

    Add to your LinkedIn profile

    Assessments

    11 assignments

    Taught in English

    See how employees at top companies are mastering in-demand skills

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    Build your Cloud Computing expertise

    This course is part of the IBM Back-End Development Professional Certificate
    When you enroll in this course, you'll also be enrolled in this Professional Certificate.
    • Learn new concepts from industry experts
    • Gain a foundational understanding of a subject or tool
    • Develop job-relevant skills with hands-on projects
    • Earn a shareable career certificate from IBM
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    There are 5 modules in this course

    This is the final course in the IBM Backend Development Professional Certificate. This capstone project course will give you the chance to practice the work that back-end developers do in real life when working with applications.

    In this course, you will assume the role of a real-life developer working to develop and deploy back-end microservices and applications. You will be tasked to develop, deploy, and integrate an application composed of several microservices, and integrating them seamlessly. You will use various back-end tools and technologies, including Flask, Django, NoSQL, and Mongo DB, to accomplish this project while applying coding best practices. You will also deploy and scale and update each of the application’s microservices independently using Cloud Native technologies: Kubernetes, OpenShift and serverless (Code Engine). In this course, you’ll mostly focus on hands-on work to demonstrate and apply what you have learnt in previous courses. By successfully completing this Capstone you will have added a project to your programming portfolio to showcase to employers.

    In the first module, you will learn about Flask, a lightweight python-based web application framework. The module will teach you how to create a Flask application that responds to user requests at specific URLs. You will also learn about handling both server and user errors. You will learn how to make external API calls from Flask. You will apply these lessons to create a service that produces pictures from past events.

    What's included

    6 videos4 readings3 assignments3 app items

    6 videos•Total 36 minutes
    • Course Introduction•3 minutes•Preview module
    • Introduction to Flask•7 minutes
    • Basic Application and Routes•7 minutes
    • Request and Response Objects•8 minutes
    • Dynamic Routes•4 minutes
    • Error Handing •5 minutes
    4 readings•Total 8 minutes
    • Project Tasks Overview•2 minutes
    • Lesson Overview•2 minutes
    • Lesson Summary•2 minutes
    • Lesson Overview•2 minutes
    3 assignments•Total 60 minutes
    • Graded Quiz•30 minutes
    • Practice Quiz•12 minutes
    • Checklist•18 minutes
    3 app items•Total 155 minutes
    • Hands-on Lab: Practice with Flask Part 1•20 minutes
    • Hands-on Lab: Practice with Flask Part 2•45 minutes
    • Hands-on Lab - Create Get Pictures Service with Flask•90 minutes

    With the advent of Big Data and agile development methodologies, the database landscape has evolved with NoSQL databases gaining more importance and relevance. The main benefit of using NoSQL databases is the ability to effectively handle scalability and flexibility issues presented by the latest complex applications. In this second module, you will learn various flavors of NoSQL database products and practice using them in multiple hand-on labs throughout the course. You will start by learning the history and the basics of NoSQL databases and discover their key characteristics and benefits. Then you will learn about the four NoSQL databases and how they differ from each other. You will further learn how to work with MongoDB shell. You will then get hands-on experience using MongoDB basic commands, querying, and connecting from Flask. You will create the songs microservice using MongoDB and Flask.

    What's included

    6 videos3 readings3 assignments4 app items1 plugin

    6 videos•Total 31 minutes
    • Overview of NoSQL•5 minutes•Preview module
    • Characteristics of NoSQL Databases•6 minutes
    • Document-Based NoSQL Databases•3 minutes
    • Overview of MongoDB•4 minutes
    • CRUD Operations•6 minutes
    • Accessing MongoDB from Python•4 minutes
    3 readings•Total 6 minutes
    • Lesson Overview•2 minutes
    • Lesson Overview•2 minutes
    • Module 2 Summary & Highlights•2 minutes
    3 assignments•Total 55 minutes
    • Graded Quiz•30 minutes
    • Practice Quiz•15 minutes
    • Checklist•10 minutes
    4 app items•Total 180 minutes
    • Hands-On Lab: Getting Started with MongoDB•30 minutes
    • Hands-On Lab: MongoDB CRUD•30 minutes
    • Hands-On Lab: Accessing MongoDB from Python•30 minutes
    • Hands-on Lab: Creating Get Songs Service with Flask•90 minutes
    1 plugin•Total 30 minutes
    • Connecting to MongoDB from Flask•30 minutes

    In the third module, you will get hands-on practice creating a Django application and connecting it to services. You will be asked to create a data model and use the Django migration tool to create the tables and relationships. You will then create controllers to implement business logic to send the appropriate data to the provided templates.

    What's included

    1 reading2 assignments1 app item

    1 reading•Total 2 minutes
    • Lesson Overview•2 minutes
    2 assignments•Total 40 minutes
    • Graded Quiz•30 minutes
    • Checklist•10 minutes
    1 app item•Total 90 minutes
    • Hands-on Lab: Create Band Website with Django•90 minutes

    In Module 4, you will deploy your application and services using Code Engine, OpenShift, and Kubernetes. You will first learn about IBM Cloud code engine and how it helps in deployment of your applications. You will create a DockerFile for the Pictures and deploy it to IBM code engine. You will create a second DockerFile for the Songs microservice and deploy it to an OpenShift cluster. You will learn how to push the docker images for the microservices to IBM Container Registry. Finally, you will deploy the main application to IBM Kubernetes Service using YAML deployment files.

    What's included

    1 video2 readings3 assignments4 app items1 plugin

    1 video•Total 7 minutes
    • IBM Cloud Code Engine•7 minutes•Preview module
    2 readings•Total 4 minutes
    • Lesson Overview•2 minutes
    • Lesson Overview•2 minutes
    3 assignments•Total 72 minutes
    • Graded Quiz•30 minutes
    • Practice Quiz•12 minutes
    • Checklist•30 minutes
    4 app items•Total 215 minutes
    • Hands-on Lab: Deploying your first application on Code Engine•15 minutes
    • Hands-on Lab: Deploying your first docker image on Code Engine•20 minutes
    • Hands-on Lab: Deploying Microservices•90 minutes
    • Hands-on Lab: Deploying Main Application•90 minutes
    1 plugin•Total 30 minutes
    • Using Code Engine•30 minutes

    In the final module, you will need to submit the screenshots from the hands-on labs for peers to review. You will also need to provide URLs for the microservices and the Django application. In addition, you may be asked to submit GitHub repo links to enable peers to review your code. After you submit your project, you will need to review and grade one of your peer’s submissions.

    What's included

    2 readings1 peer review

    2 readings•Total 3 minutes
    • Thanks from the Course Team•1 minute
    • Congrats & Next Steps•2 minutes
    1 peer review•Total 60 minutes
    • Submit your Work and Grade your Peers•60 minutes

    Instructor

    Instructor ratings

    Instructor ratings

    We asked all learners to give feedback on our instructors based on the quality of their teaching style.

    4.9 (10 ratings)
    IBM Skills Network Team
    IBM Skills Network Team
    IBM
    67 Courses•1,265,772 learners

    Offered by

    IBM

    Offered by

    IBM

    At IBM, we know how rapidly tech evolves and recognize the crucial need for businesses and professionals to build job-ready, hands-on skills quickly. As a market-leading tech innovator, we’re committed to helping you thrive in this dynamic landscape. Through IBM Skills Network, our expertly designed training programs in AI, software development, cybersecurity, data science, business management, and more, provide the essential skills you need to secure your first job, advance your career, or drive business success. Whether you’re upskilling yourself or your team, our courses, Specializations, and Professional Certificates build the technical expertise that ensures you, and your organization, excel in a competitive world.

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