4.3
stars
303 ratings

Ramesh Sannareddy +1 more instructor

25,503 already enrolled

Offered By

IBM Skills Network

About this Course

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This mini course is intended to apply basic Python skills for developing Artificial Intelligence (AI) enabled applications. In this hands-on project you will assume the role of a developer and perform tasks including:  
- Develop functions and application logic 
- Exchange data using Watson APIs  
- Write unit tests, and 
- Package the application for distribution. 

You will demonstrate your foundational Python skills by employing different techniques to develop web applications and AI powered solutions. Upon completing this course, you will have added another project to your portfolio and gained the confidence to begin developing AI enabled applications using Python and Flask, Watson APIs, build and run unit tests, and package the application for distribution out in the real world.   

PRE-REQUISITE: **Python for Data Science, AI and Development** course from IBM is a pre-requisite for this project course. Please ensure that before taking this course you have either completed the Python for Data Science, AI and Development course from IBM or have equivalent proficiency in working with Python and data.  

NOTE: This course is not intended to teach you Python and does not have too much instructional content. It is intended for you to apply prior Python knowledge.

Flexible deadlines

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Shareable Certificate

Earn a Certificate upon completion

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Coursera Labs

Includes hands on learning projects.

Learn more about Coursera Labs

Intermediate Level

Foundational Proficiency in working with Python

Approx. 7 hours to complete

English

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What you will learn

Apply your Skills in Python - the language of choice for Applied AI and Application Development
Develop a real project using Python, Flask, and Watson APIs
Unit test in Python code and create a Python package
Build, test, and package your Python application for distribution

Skills you will gain

Artificial Intelligence (AI)
Web Application
Python Programming
Application development
Flask

Flexible deadlines

Reset deadlines in accordance to your schedule.

Shareable Certificate

Earn a Certificate upon completion

100% online

Start instantly and learn at your own schedule.

Coursera Labs

Includes hands on learning projects.

Learn more about Coursera Labs

Intermediate Level

Foundational Proficiency in working with Python

Approx. 7 hours to complete

English

Could your company benefit from training employees on in-demand skills?

Try Coursera for Business

Instructors

Instructor rating

4.32/5 (69 Ratings)

Ramesh Sannareddy

Data Engineering Subject Matter Expert

Skill-up Technologies

123,695 Learners

10 Courses

Joseph Santarcangelo

Ph.D., Data Scientist at IBM

IBM Developer Skills Network

916,625 Learners

26 Courses

Offered by

IBM Skills Network

IBM is the global leader in business transformation through an open hybrid cloud platform and AI, serving clients in more than 170 countries around the world. Today 47 of the Fortune 50 Companies rely on the IBM Cloud to run their business, and IBM Watson enterprise AI is hard at work in more than 30,000 engagements. IBM is also one of the world’s most vital corporate research organizations, with 28 consecutive years of patent leadership. Above all, guided by principles for trust and transparency and support for a more inclusive society, IBM is committed to being a responsible technology innovator and a force for good in the world.

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Syllabus - What you will learn from this course

Week1

Week 1

4 hours to complete

Python - Unit testing, module packaging and web application development

In this module, you will be introduced to the process of packaging, unit testing in Python and Flask, a microweb framework, the creation of web applications using flask. Packaging allows the Cloud Application Developer to produce a coding unit that can be tested and integrated into a codebase. Unit testing assures that code is error-free and integrates properly within a larger project. Flask is an open-source python package that allows you to create web applications.

4 hours to complete

3 videos (Total 16 min), 1 reading, 6 quizzes

Week2

Week 2

4 hours to complete

Final Assignment - Python Web Application

4 hours to complete

1 reading

Reviews

4.3

69 reviews

5 stars
64.28%
4 stars
19.15%
3 stars
5.84%
2 stars
3.89%
1 star
6.81%

TOP REVIEWS FROM PYTHON PROJECT FOR AI & APPLICATION DEVELOPMENT

by SDAug 31, 2022

Some things not especially clear, such as the packages breaking as soon as tests.py was moved!

by SRSep 18, 2022

Plz update the course labs since the versions used in the instructions are old andgives al lot of error for users now

by EODec 8, 2022

Great course except for the labs which required other software not directly communicated.

by PLNov 6, 2022

Some instructions in the final project are confusing and the python3 tests.py command shows errors with tls version

View all reviews

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Python Project for AI & Application Development

About this Course

What you will learn

Skills you will gain