Python Project for AI & Application Development
- 4.6
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Course Summary
This course on Coursera introduces students to the basics of Python programming language for AI application development.Key Learning Points
- Learn Python programming language for AI application development
- Build and train AI models using Python
- Apply Python to real-world problems
Job Positions & Salaries of people who have taken this course might have
- AI Developer
- USA: $116,000
- India: ₹1,000,000
- Spain: €40,000
- Data Analyst
- USA: $62,000
- India: ₹450,000
- Spain: €25,000
- Machine Learning Engineer
- USA: $125,000
- India: ₹1,200,000
- Spain: €50,000
Related Topics for further study
Learning Outcomes
- Build and train AI models using Python
- Apply Python to real-world problems
- Understand the basics of Python programming language for AI application development
Prerequisites or good to have knowledge before taking this course
- Basic understanding of programming concepts
- Access to a computer with Python installed
Course Difficulty Level
BeginnerCourse Format
- Online
- Self-paced
- Video lectures
- Programming assignments
Similar Courses
- Python Basics for Data Science
- Applied Data Science with Python
Related Education Paths
Notable People in This Field
- Andrew Ng
- Fei-Fei Li
Related Books
Description
This mini-course is intended to apply foundational Python skills by implementing different techniques to develop applications and AI powered solutions. Assume the role of a developer and unit test and package an application with the help of multiple hands-on labs. After completing this course you will have acquired the confidence to begin developing AI enabled applications using Python, build and run unit tests, and package the application for distribution.
Knowledge
- Apply your Skills in Python - the language of choice for Applied AI and Application Development
- Demonstrate unit testing of Python code, and creating a Python package
- Play the role of a developer working on a real project
- Build, test, and package your Python Application using Theia Labs
Outline
- Python - Unit testing, module packaging and web application development
- Unit Testing
- Packaging
- Creating Web Applications Using Flask
- Overview of static code analysis Hands-on lab
- Practice Quiz
- Graded Quiz
- Final Assignment - Python Web Application
- Next Steps
Summary of User Reviews
Learn Python for AI application development with this comprehensive course on Coursera. Students overwhelmingly praise the course for its practical and hands-on approach, and for the clear and concise explanations offered by the instructor.Key Aspect Users Liked About This Course
The practical and hands-on approach of the course is highly praised by students.Pros from User Reviews
- Clear and concise explanations from the instructor
- Great introduction to Python for AI development
- Excellent preparation for real-world projects
- Lots of opportunities to practice and apply new skills
- Good balance of theory and practice
Cons from User Reviews
- Some students found the pace of the course too fast
- Not enough focus on advanced topics or specialized applications
- Some technical issues with the online platform
- Course materials could be more organized and structured
- Limited interaction with the instructor or other students
Ramesh Sannareddy
4.6 Raiting
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