Python REST APIs with Flask, Docker, MongoDB, and AWS DevOps
Offered By: Udemy
Course Description
Overview
What you'll learn:
- Have a deeper knowledge and understanding of core elements of web development using Python
- Understand and be able to use the flask framework
- Plan, build, setup and deploy a RESTful API to an Amazon EC2 instance
- Make use of a NoSQL (MongoDB) Database
- Build a machine-learning API using Tensorflow for image recognition
So you know a bit of Python and want to learn about RESTful API's and other cool technologies like Flask, Docker, MongoDB to name just a few?
Or maybe you just want to add web development Python skills to your resume.
Whatever the reason is, you have landed on the right page if you have an interest in taking your Python skills to the next level.
Why use Python for web development?
Coding in Python is simple, and a student with no prior knowledge can easily understand a line of code and its use - this means with only the basics, you can comfortably write a complete program.
Python has a great number of frameworks and tools to get you up and going fast with web development.
It's a great match - a powerful language with a great range of tools that you can put to use quickly.
Why choose this course?
- You will be able to learn and understand how to design and implementRESTful API’s via the Flask framework.
- Ever wanted to know what a NoSQLdatabase is, and how to use one? You'll learn how to do that as well, using Python.
- And what is Docker, and what does it mean to "dockerize" your apps? Yep, you guessed it, you will learn that as well in this course.
- You'lleven learn how to build a machine learning API using TensorFlow for image recognition.
- Another hot topic is DevOps, and you will learn about that and go through the process ofdeploying aRESTful API on an Amazon EC2 instance.
- In short, this course is designed to take your basic Python skills and take you to the next level in the shortest period of time.
What topics are covered in this course?
Understanding the Basics of the Python Flask Framework
Understanding and Implementing a REST API
Docker
MongoDB
Project: Database as a Service Restful API
Project: Building a Restful API for similarity check using Natural Language Processing
Project: Building an Image Recognition Restful API using Tensorflow and Deep Learning
Project: Building a Restful API to Handle Bank Transactions
Deploying Restful API into an AWS EC2 Instance
You'll come away with a firm understanding of how all the pieces work individually, and more importantly how they fit together.
This really is an all in one course to get you up to speed with these topics, fast.
What skills do you need?
The ideal student would be someone with a basic knowledge of Python who is eager to improve their skills. That's it!
Ready to start?
If you're ready to start the course, then click the enroll button to get started.We look forward to seeing you on the inside.o
Taught by
Tim Buchalka's Learn Programming Academy and El Farouk Yasser
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