AI Applications with Python and Flask
This mini-course introduces you to the process for unit testing Python code, including building and running unit tests and packaging the Python application for distribution.
Language
- English
Topic
- Python
Industries
- Information Technology
Skills You Will Learn
- Artificial Intelligence, Flask, Web Development, Application Development, Python
Offered By
- IBMSkillsNetwork
Estimated Effort
- 3 weeks
Platform
- SkillsNetwork
Last Update
- September 11, 2024
General Information
Learning Objectives:
- Develop an AI-powered application using basic Python skills
- Describe the purpose of unit testing and packaging
- Test your Python application
- Create a Python package
Prerequisites:
Course Syllabus
- Application Development Lifecycle
- Introduction to Web Applications and APIs
- Demo: Working with an IDE
- Hands-on Lab: Getting Started with IDE
- Python Style Guide and Coding Practices
- Reading: Static Code Analysis Resources
- Hands-on Lab: Static Code Analysis
- Unit Testing
- Hands-on Lab: Practice Session and Assignment on Unit Testing
- Packaging
- Hands-on Lab: Practice Session and Assignment on Python Packaging
- Python Libraries and Frameworks for Application Development
- Introduction to Flask
- Flask - Basic Applications and Routes
- Hands-on Lab: Get Started with Flask Basics
- Request and Response Objects – Using GET and POST Modes
- Dynamic Routes
- Error Handling
- Hands-on Lab: Building a API with Flask: Route Creation, Error Handling and HTTP Requests
- Deploying Web Apps using Flask
- Reading: Decorators in Flask
- Hands-on Lab: Building and Deploying a Web App using Flask App
- Reading: Additional Features in Flask
- Hands-on Lab: Exploring Additional Features Flask
- Practice Project: Sentiment Analysis
- Final Project: Emotion Detector
Language
- English
Topic
- Python
Industries
- Information Technology
Skills You Will Learn
- Artificial Intelligence, Flask, Web Development, Application Development, Python
Offered By
- IBMSkillsNetwork
Estimated Effort
- 3 weeks
Platform
- SkillsNetwork
Last Update
- September 11, 2024
Instructors
Abhishek Gagneja
Freelance Subject Matter Expert
I am a lifelong learner with more than a decade of teaching experience at university level. I am an AI enthusiast and love learning new things.
Read moreRamesh Sannareddy
Corporate IT Trainer
Ramesh Sannareddy holds a Bachelors Degree in Information Systems (Birla Institute of Technology, Pilani). He has two and a half decades of experience in Information Technology Infrastructure Management, Database Administration, Information Integration and Automation. He worked for companies like Intergraph, Genpact, HCL, and Microsoft. Currently, he is a freelancer and pursues his passion for teaching. He teaches Data Science, Machine Learning, Programming and Databases.
Read more