Best VPN Service (English Banners)

GeekBuying.com

Udemy: Python REST APIs with Flask, Docker, MongoDB, and AWS DevOps

Alibaba Cloud
Autonomous Standing Desk

System Mechanic® Ultimate Defense™
Save up to 50% on ANSI Standards Packages

← Back to Udemy

Python REST APIs with Flask, Docker, MongoDB, and AWS DevOps
Learn Python coding with RESTful API’s using the Flask framework. Understand how to use MongoDB, Docker and Tensor flow.
Bestseller
4.2 (854 ratings)

IK Multimedia's T-RackS 5
6,685 students enrolled
Last updated 2/2020
English
English [Auto-generated]

Preview this course

Current price£11.99
Original Price£74.99
Discount84% off
14 hours left at this price!
30-Day Money-Back Guarantee

This course includes
  • 10.5 hours on-demand video
  • 1 article
  • 1 downloadable resource
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion
Training 5 or more people?

Get your team access to 4,000+ top Udemy courses anytime, anywhere.

Try Udemy for Business

Autonomous Standing Desk
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

Course content
Expand all 45 lectures10:23:34
+Understanding the Basics of the Python Flask Framework and its Workflow
8 lectures01:29:11
+Understanding and Implementing a Simple REST API
4 lectures59:06
+Docker
3 lectures50:13
+MongoDB
8 lectures02:01:25
+Project: Database as a Service Restful API
3 lectures56:54
+Project: Building a Restful API for Similarity Check using Natural Language Proc
6 lectures01:12:20
+Project: Building an Image Recognition Restful API using Tensorflow and Deeplear
6 lectures01:11:58
+Project: Building a Restful API to handle Bank Transactions
4 lectures01:04:40
+Deploying Restful API into AWS EC2 Instance
1 lecture32:11
+Extra Information – Source code, and other stuff
2 lectures05:35
Course content
Collapse all 45 lectures10:23:34
Understanding the Basics of the Python Flask Framework and its Workflow
01:29:11
Installing Flask and Running a Hello World Program
06:52
Revisiting Hello World Program And Explaining GETs
12:46
JSON, Examples of JSON, and JSON in Flask
19:31
GET and POST Requests + Response Structure
12:45
Downloading and Installing Postman
06:18
Handling POST Requests in Flask and Building a Mini API
08:55
Understanding and Implementing a Simple REST API
59:06
What is a RESTful API.
14:29
Project 1, Building Restful API Part 1
17:23
Project 1, Building Restful API Part 2
17:08
Docker
50:13
What is Docker and Why Use it.
16:00
Downloading and Installing Docker and Docker-Compose
07:04
Dockerizing our First Application
27:09
MongoDB
02:01:25
What is a Database and MongoDB
12:14
Installing MongoDB on the Ubuntu Virtual Machine
04:36
Creating and Deleting Databases
16:38
Creating and Deleting Collections in MongoDB
17:53
Updating and Sorting and Limiting Documents in MongoDB
14:23
Building a Simple Application to Keep Track of Number of Users
16:43
Project: Database as a Service Restful API
56:54
Chart Protocol for New API Part 1
10:02
Building the Sentences API Part 2
29:01
Building the Sentences API Part 3
17:51
Project: Building a Restful API for Similarity Check using Natural Language Proc
01:12:20
Building a Similarity API Part 1
10:51
Building a Similarity API Registration Part 3
11:58
Building a Similarity API Detection of Similarity Part 4
15:48
Building a Similarity API Refilling Part 5
09:56
Building a Similarity API Testing the API Part 6
09:03
Project: Building an Image Recognition Restful API using Tensorflow and Deeplear
01:11:58
Building an Image Classification API Part 1
10:41
Building an Image Classification API, Project folders Part 2
08:28
Building an Image Classification API, Registration Part 3
09:34
Building an Image Classification API, Classification Function Part 4
25:43
Building an Image Classification API, refill functionality Part 5
08:07
Building an Image Classification API Testing Part 6
09:25
Project: Building a Restful API to handle Bank Transactions
01:04:40
Building a Bank API, Part 1
11:20
Building a Bank API, Part 2
28:29
Building a Bank API, Part 3
18:32
Building a Bank API, Part 4
06:19
Deploying Restful API into AWS EC2 Instance
32:11
Deploying
32:11
Extra Information – Source code, and other stuff
05:35
Source Codes
00:46
Bonus Lecture and Information
04:49
Requirements
  • Basic knowledge of the Python programming language
  • Enthusiasm and a willingness to take your Python skills to the next level
Description

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 implement RESTful API’s via the Flask framework.
  • Ever wanted to know what a NoSQL database 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’ll even 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 of deploying a RESTful 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

Who this course is for:
  • This course is suitable for those with basic skills, who wish to learn about Python web development
  • This course is ideal for those who wish to learn more about RESTful API’s
  • Anyone with an interest in database,DevOps, MongoDb and more
Students also bought
Bestseller

The Build a SAAS App with Flask Course

10 total hours
The Build a SAAS App with Flask Course
Updated 1/2020
4.47,600

Current price£11.99
Original Price£74.99
Bestseller

Modern Web Scraping with Python using Scrapy Splash Selenium

8 total hours
Modern Web Scraping with Python using Scrapy Splash Selenium
Updated 2/2020
4.76,015

Current price£11.99
Original Price£19.99
Highest Rated

Advanced Web Scraping with Python using Scrapy & Splash

5.5 total hours
Advanced Web Scraping with Python using Scrapy & Splash
Updated 2/2020
4.9531

Current price£11.99
Original Price£19.99
Web Scraping 101 with Python3 using REQUESTS, LXML & SPLASH

4.5 total hours
Web Scraping 101 with Python3 using REQUESTS, LXML & SPLASH
Updated 3/2020
4.7874

Current price£11.99
Original Price£19.99
Web Scraping with Python: BeautifulSoup, Requests & Selenium

8 total hours
Web Scraping with Python: BeautifulSoup, Requests & Selenium
Updated 12/2018
4.35,033

Current price£11.99
Original Price£74.99

Frequently Bought Together

Tim Buchalka's Learn Programming AcademyEl Farouk Yasser
Python REST APIs with Flask, Docker, MongoDB, and AWS DevOps

BestsellerTim Buchalka’s Learn Programming Academy, El Farouk Yasser

Current price£11.99
Original Price£74.99
Tim Buchalka's Learn Programming AcademyShay Tavor
3D Programming with JavaScript and the Three.js 3D Library

BestsellerTim Buchalka’s Learn Programming Academy, Shay Tavor

Current price£11.99
Original Price£24.99
Total:
Current price£23.98
Original Price£99.98

Tim Buchalka's Learn Programming Academy

4.5 Instructor Rating
212,561 Reviews
767,214 Students
50 Courses
Professional Programmers and Teachers – 664K+ students

The Learn Programming Academy was created by Tim Buchalka, a software developer with 35 years experience, who is also an instructor on Udemy, with over 582K + students in his courses on Java, Python, Android, C#  and the Spring framework.

The Academy’s goal in the next three years, is to teach one million people to learn how to program.

Apart from Tim’s own courses, which are all available here, we are working with the very best teachers, creating courses to teach the essential skills required by developers, at all levels.

One other important philosophy is that our courses are taught by real professionals; software developers with real and substantial experience in the industry, who are also great teachers.  All our instructors are experienced, software developers!

Our team is busy creating new courses right now.

Whether you are a beginner, looking to learn how to program for the very first time, or to brush up on your existing skills, or to learn new languages and frameworks, the Academy has you covered.

El Farouk Yasser

4.2 Instructor Rating
2,224 Reviews
17,497 Students
7 Courses
Double Major in Mathematics and Computer Science

I am currently a Senior studying a Double Major in Mathematics and Computer Science, which are my main two passions. I have so many passions and interests. They include but are not limited to Competitive programming, Math Proofs, video game programming, and machine learning just to name a few! However, I would have to say that my main passion is teaching. I really enjoy teaching to everyone, and I really enjoy when my students get that “Aha!” moment.

Student feedback
4.2
Course Rating
Reviews
Search reviews

The instructor used sketchbook application to write down the lecture material while he was presenting it. It made many thing verify difficult to read. This information should be provided in a more professional, readable style

The use of the protocol chart (resources, URL, Method, Parameters, Status Codes) is a good practice….but again… make it more readable

I never got the Similarity API to work. I had the same problem that was reported by another student 2 months ago. I download the instructor’s resource (source code) files and tried to run the instructor’s solution and also got the same error.

The lesson on moving the software from a local machine to an AWS provided machine was filled with so many errors that the instructor finally resolved, but it made this entire lesson extremely confusing. Now that the instructor knows every step that needs to be completed, he need to re-record this lesson without all of the errors.

JM
Johnny Morgan
2 months ago
Was this review helpful?

Report

Thank you! You have successfully submitted feedback for this review.

I really enjoyed this course. Putting 4-5 projects was a really good idea on the part of the instructor.

MT
Mrinal Tiwari
3 months ago
Was this review helpful?

Report

Thank you! You have successfully submitted feedback for this review.

He uses hardly legible handwriting and drawing. His teaching got better as the course progressed in spite of his verbose and somewhat repetitive explanations. I would consider taking another course from Farouk.

KL
Kev Lanogh
3 months ago
Was this review helpful?

Report

Thank you! You have successfully submitted feedback for this review.

Course was great. Coming from a non-programming background, it explained a lot of concepts which are taken for granted in programming world. Thoroughly enjoyed it

AM
Ankit Mathur
3 months ago
Was this review helpful?

Report

Thank you! You have successfully submitted feedback for this review.

Great presentation and explanation. I wish such a course was available in 2015, when I had to struggle to make such things work.

MS
Mohit Sharma
5 months ago
Was this review helpful?

Report

Thank you! You have successfully submitted feedback for this review.

It was great learning experience.

But course material is very old and many part of code required to update.

In course everything is done on linux hosted on virtual box I did code along with windows system. I setup docker engine on my windows system and was running docker image from power shell. Compare to Installation steps of tutorials are very simple now. Just setting up docker engine everything working fine. Course material must be update now.

R
Rushi
a month ago
Was this review helpful?

Report

Thank you! You have successfully submitted feedback for this review.

Good course, but skims over the details and just allows you to get things up and running. Good for those who are short on time but for those who want to learn in-depth

EP
Eric Park
a month ago
Was this review helpful?

Report

Thank you! You have successfully submitted feedback for this review.

Great course, quite pragmatic, which is useful for programmers with previous knowledge in python but no knowledge in flask and APIs.

JM
Jose A Morales Lujan
a month ago
Was this review helpful?

Report

Thank you! You have successfully submitted feedback for this review.

Thank you, highly recommended for Beginners.

AJ
Ayman Judeh
a month ago
Was this review helpful?

Report

Thank you! You have successfully submitted feedback for this review.

I wasn’t sure..but this instructor is growing on me. He definitely makes it sound like no big deal..and all along he is drilling in the bits you need to understand. He really is an effective trainer.

DC
Dennis Cohoon
5 months ago
Was this review helpful?

Report

Thank you! You have successfully submitted feedback for this review.
More Courses by Tim Buchalka’s Learn Programming Academy

<img class="merchandising-course-card–course-image–3G7Kh" src="data:;base64,” alt=”” width=”240″ height=”135″ /><img class="user-avatar user-avatar–image" src="data:;base64,” alt=”Tim Buchalka” width=”48″ height=”48″ aria-label=”Tim Buchalka” data-purpose=”user-avatar” /><img class="user-avatar user-avatar–image" src="data:;base64,” alt=”Tim Buchalka’s Learn Programming Academy” width=”48″ height=”48″ aria-label=”Tim Buchalka’s Learn Programming Academy” data-purpose=”user-avatar” /><img class="user-avatar user-avatar–image" src="data:;base64,” alt=”Goran Lochert” width=”48″ height=”48″ aria-label=”Goran Lochert” data-purpose=”user-avatar” />
Java Programming Masterclass for Software Developers

Tim Buchalka, Tim Buchalka’s Learn Programming Academy, Goran Lochert

Current price£13.99
Original Price£124.99
<img class="merchandising-course-card–course-image–3G7Kh" src="data:;base64,” alt=”” width=”240″ height=”135″ /><img class="user-avatar user-avatar–image" src="data:;base64,” alt=”Tim Buchalka” width=”48″ height=”48″ aria-label=”Tim Buchalka” data-purpose=”user-avatar” /><img class="user-avatar user-avatar–image" src="data:;base64,” alt=”Jean-Paul Roberts” width=”48″ height=”48″ aria-label=”Jean-Paul Roberts” data-purpose=”user-avatar” /><img class="user-avatar user-avatar–image" src="data:;base64,” alt=”Tim Buchalka’s Learn Programming Academy” width=”48″ height=”48″ aria-label=”Tim Buchalka’s Learn Programming Academy” data-purpose=”user-avatar” />
Learn Python Programming Masterclass

Tim Buchalka, Jean-Paul Roberts, Tim Buchalka’s Learn Programming Academy

Current price£13.99
Original Price£124.99
<img class="merchandising-course-card–course-image–3G7Kh" src="data:;base64,” alt=”” width=”240″ height=”135″ /><img class="user-avatar user-avatar–image" src="data:;base64,” alt=”Tim Buchalka’s Learn Programming Academy” width=”48″ height=”48″ aria-label=”Tim Buchalka’s Learn Programming Academy” data-purpose=”user-avatar” /><img class="user-avatar user-avatar–image" src="data:;base64,” alt=”Frank J. Mitropoulos” width=”48″ height=”48″ aria-label=”Frank J. Mitropoulos” data-purpose=”user-avatar” />
Beginning C++ Programming – From Beginner to Beyond

Tim Buchalka’s Learn Programming Academy, Frank J. Mitropoulos

Current price£13.99
Original Price£124.99
More Courses by El Farouk Yasser

<img class="merchandising-course-card–course-image–3G7Kh" src="data:;base64,” alt=”” width=”240″ height=”135″ /><img class="user-avatar user-avatar–image" src="data:;base64,” alt=”El Farouk Yasser” width=”48″ height=”48″ aria-label=”El Farouk Yasser” data-purpose=”user-avatar” />
Data Structures and Algorithms in C++ For Coding Interview

El Farouk Yasser

Current price£11.99
Original Price£169.99
<img class="merchandising-course-card–course-image–3G7Kh" src="data:;base64,” alt=”” width=”240″ height=”135″ /><img class="user-avatar user-avatar–image" src="data:;base64,” alt=”El Farouk Yasser” width=”48″ height=”48″ aria-label=”El Farouk Yasser” data-purpose=”user-avatar” />
Intro To Dynamic Programming – Coding Interview Preparation

El Farouk Yasser

Current price£11.99
Original Price£24.99
<img class="merchandising-course-card–course-image–3G7Kh" src="data:;base64,” alt=”” width=”240″ height=”135″ /><img class="user-avatar user-avatar–image" src="data:;base64,” alt=”El Farouk Yasser” width=”48″ height=”48″ aria-label=”El Farouk Yasser” data-purpose=”user-avatar” /><img class="user-avatar user-avatar–image" src="data:;base64,” alt=”Vijay Gadhave” width=”48″ height=”48″ aria-label=”Vijay Gadhave” data-purpose=”user-avatar” />
Linear Algebra for Data Science & Machine learning in Python

El Farouk Yasser, Vijay Gadhave

Current price£11.99
Original Price£174.99

nordvpn