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Google Cloud Training

This is a self-paced lab that takes place in the Google Cloud console.

In this lab, you will learn how to use App Engine Flexible with Python’s Flask framework. You’ll deploy a web application that allows users to upload photos of people’s faces and do simple facial recognition with the Cloud Vision API.

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What's inside

Syllabus

Deploying a Python Flask Web Application to App Engine Flexible

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Teaches learners about using App Engine Flexible, Flask, and Cloud Vision API for facial recognition
Offers a hands-on lab experience in the Google Cloud console for practical learning
Suitable for learners with some prior knowledge in Python and web development concepts

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Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Deploying a Python Flask Web Application to App Engine Flexible with these activities:
Review Python Basics
Reinforce your understanding of Python basics to strengthen your foundation for this course.
Browse courses on Python
Show steps
  • Review online tutorials or books on Python syntax
  • Practice writing and running simple Python code
Organize Course Materials
Improve your organization and efficiency by compiling and reviewing course materials.
Show steps
  • Create a folder or notebook for course materials
  • Organize notes, assignments, and other resources
  • Review materials regularly
Read 'Flask Web Development: Developing Web Applications with Python'
Gain in-depth knowledge of Flask, a popular Python web framework, and web development principles.
Show steps
  • Read Chapter 1: Introduction to Flask
  • Read Chapter 2: Creating a Basic Application
  • Read Chapter 3: Handling Forms and Data
Five other activities
Expand to see all activities and additional details
Show all eight activities
Build a Simple Web Application
Develop a basic understanding of App Engine, Python, Flask, and web development by creating a simple web application.
Browse courses on App Engine
Show steps
  • Set up your development environment
  • Create a simple Flask web application
  • Configure your app to use App Engine Flexible
  • Deploy your web application to App Engine
Follow Tutorials on Cloud Vision API
Acquire practical skills in using the Cloud Vision API for image processing and computer vision tasks.
Browse courses on Cloud Vision API
Show steps
  • Complete the 'Detect Faces' tutorial
  • Complete the 'Label Images' tutorial
Participate in Study Groups or Forums
Engage with peers, share knowledge, and seek support on App Engine, Flask, and web development topics.
Browse courses on App Engine
Show steps
  • Join an online study group or forum
  • Ask questions and share your experiences
Practice Debugging Flask Applications
Improve your ability to identify and resolve errors in Flask applications.
Browse courses on Flask
Show steps
  • Set up a debugger in your development environment
  • Create a Flask application with common errors
  • Use the debugger to identify and fix the errors
Create a Presentation on App Engine Flexible
Enhance your understanding and communication skills by creating a presentation that explains App Engine Flexible to others.
Browse courses on App Engine
Show steps
  • Gather information and research App Engine Flexible
  • Create slides that cover key concepts and benefits
  • Practice your presentation and get feedback

Career center

Learners who complete Deploying a Python Flask Web Application to App Engine Flexible will develop knowledge and skills that may be useful to these careers:
Full-Stack Developer
A Full Stack Developer is a software engineer who can work on both the front end and back end of a web application. This course can help you develop the skills needed to work on the back end of a web application, using the Python Flask framework. Additionally, this course will teach you how to deploy a web application to App Engine Flexible, which is a cloud platform that can host your web application.
Cloud Engineer
A Cloud Engineer is responsible for designing, building, and managing cloud-based infrastructure. This course can help you develop the skills needed to deploy and manage web applications on App Engine Flexible, which is a cloud platform. Additionally, this course will teach you how to use the Cloud Vision API to perform facial recognition.
Data Engineer
A Data Engineer is responsible for designing, building, and managing data pipelines. This course can help you develop the skills needed to deploy and manage web applications on App Engine Flexible, which is a cloud platform. Additionally, this course will teach you how to use the Cloud Vision API to perform facial recognition, which can be used to extract data from images.
Web Developer
A Web Developer is responsible for designing, building, and testing web applications. This course can help you develop the skills needed to work on the back end of a web application, using the Python Flask framework. Additionally, this course will teach you how to deploy a web application to App Engine Flexible, which is a cloud platform that can host your web application.
Software Engineer
A Software Engineer is responsible for designing, building, and testing software applications. This course can help you develop the skills needed to work on the back end of a web application, using the Python Flask framework. Additionally, this course will teach you how to deploy a web application to App Engine Flexible, which is a cloud platform that can host your web application.
Systems Administrator
A Systems Administrator is responsible for managing and maintaining computer systems. This course can help you develop the skills needed to deploy and manage web applications on App Engine Flexible, which is a cloud platform. Additionally, this course will teach you how to use the Cloud Vision API to perform facial recognition.
IT Manager
An IT Manager is responsible for planning, organizing, and directing the activities of an IT department. This course can help you develop the skills needed to deploy and manage web applications on App Engine Flexible, which is a cloud platform. Additionally, this course will teach you how to use the Cloud Vision API to perform facial recognition.
Security Engineer
A Security Engineer is responsible for designing, implementing, and maintaining security measures for an organization. This course can help you develop the skills needed to deploy and manage web applications on App Engine Flexible, which is a cloud platform. Additionally, this course will teach you how to use the Cloud Vision API to perform facial recognition, which can be used to identify security threats.
Network Administrator
A Network Administrator is responsible for managing and maintaining computer networks. This course can help you develop the skills needed to deploy and manage web applications on App Engine Flexible, which is a cloud platform. Additionally, this course will teach you how to use the Cloud Vision API to perform facial recognition.
Database Administrator
A Database Administrator is responsible for managing and maintaining databases. This course can help you develop the skills needed to deploy and manage web applications on App Engine Flexible, which is a cloud platform. Additionally, this course will teach you how to use the Cloud Vision API to perform facial recognition, which can be used to extract data from images.
Machine Learning Engineer
A Machine Learning Engineer is responsible for designing, building, and testing machine learning models. This course can help you develop the skills needed to perform facial recognition using the Cloud Vision API. Additionally, this course will teach you how to deploy a web application to App Engine Flexible, which is a cloud platform that can host your web application.
Data Analyst
A Data Analyst is responsible for collecting, analyzing, and interpreting data. This course can help you develop the skills needed to perform facial recognition using the Cloud Vision API. Additionally, this course will teach you how to deploy a web application to App Engine Flexible, which is a cloud platform that can host your web application.
Computer Scientist
A Computer Scientist is responsible for designing, developing, and testing computer software. This course can help you develop the skills needed to work on the back end of a web application, using the Python Flask framework. Additionally, this course will teach you how to deploy a web application to App Engine Flexible, which is a cloud platform that can host your web application.
Technical Writer
A Technical Writer is responsible for writing documentation for software and hardware products. This course can help you develop the skills needed to write documentation for web applications that use the Python Flask framework. Additionally, this course will teach you how to deploy a web application to App Engine Flexible, which is a cloud platform that can host your web application.
Software Tester
A Software Tester is responsible for testing software applications to ensure that they are working correctly. This course can help you develop the skills needed to test web applications that use the Python Flask framework. Additionally, this course will teach you how to deploy a web application to App Engine Flexible, which is a cloud platform that can host your web application.

Reading list

We've selected 14 books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Deploying a Python Flask Web Application to App Engine Flexible.
Provides a comprehensive guide to building web applications with Flask, a popular Python web framework. It covers topics such as creating routes, handling HTTP requests and responses, working with databases, and deploying applications.
Provides a comprehensive introduction to Python for data analysis. It covers topics such as data cleaning and preparation, data exploration, and data visualization.
Provides a comprehensive introduction to machine learning with Python. It covers topics such as supervised learning, unsupervised learning, and deep learning.
Provides a comprehensive introduction to deep learning with Python. It covers topics such as neural networks, convolutional neural networks, and recurrent neural networks.
Provides a comprehensive introduction to Python programming. It covers topics such as variables, data types, control flow, and functions.
Provides a practical introduction to Python programming. It covers topics such as web scraping, data analysis, and automating tasks.
Provides a deep dive into the Python programming language. It covers topics such as object-oriented programming, data structures, and algorithms.
Provides an overview of the architecture of open source applications. It covers topics such as software design, version control, and testing.
Provides a comprehensive introduction to machine learning. It covers topics such as supervised learning, unsupervised learning, and reinforcement learning.
Provides a comprehensive reference for the Python programming language. It covers topics such as the Python syntax, standard library, and third-party modules.
Provides a guide to web scraping with Python. It covers topics such as HTTP requests, HTML parsing, and data extraction.

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