Coding with Generative AI
- Offered byCoursera
Coding with Generative AI at Coursera Overview
Duration | 3 hours |
Start from | Start Now |
Total fee | Free |
Mode of learning | Online |
Official Website | Explore Free Course  |
Credential | Certificate |
Coding with Generative AI at Coursera Highlights
- Earn a certificate from Fractal Analytics
- Add to your LinkedIn profile
Coding with Generative AI at Coursera Course details
- What you'll learn
- Fundamental Concepts of Generative AI
- Apply generative AI tools and techniques to solve real-world coding challenges.
- This microlearning course (approximately 3 hours) provides an introductory exploration of the fundamental concepts of Generative AI with a specific focus on its application for coders. You will gain an understanding of the underlying principles of generative AI and learn how to effectively use it in your coding applications. By the end of this course, you will be able to, discuss the Fundamental Concepts of Generative AI, and apply generative AI tools and techniques to solve real-world coding challenges. You'll learn the fundamentals of neural network architectures, generative models, and the use of generative AI to generate codes quickly and efficiently. You will also learn to implement functions and classes, as well as about procedural code into object-oriented code, fixing syntax errors and code corrections using generative AI. You will also learn about the fundamental differences between exact search and semantic search. This is the first course in the series of courses, where you will learn about the nuances of coding using generative AI. The course is suited for Generative AI enthusiasts, GenAI Engineers, AI Engineers, Data Scientists, Data Engineers, and Solution Architects. To be successful in this course, you should have a curious mind, an understanding of programming languages, especially Python, and a basic knowledge of generative AI technologies and platforms.
Coding with Generative AI at Coursera Curriculum
Course Introduction
Course introduction
What is GenAI?
Generative models
Code generation with GenAI
Course syllabus
Neural network architectures
Suggested Reading: The future of coding with Generative AI
Can GenAI be trusted with generated code?
Introduction to GenAI in Coding
Exploring GenAI in Coding
Meet and Greet
Generate code with GenAI
Generate code more quickly and efficiently
2-dimensional array to one dimensional array
Implement functions and classes
Procedural code into object-oriented code
Explain and fix syntax errors
Suggest code correction to fix syntax errors
Resources 1: Example CSV and Prompts
Resources 2: Example CSV and Prompts
StackOverflow vs ChatGPT
Suggested Reading: Things to remember while coding with Generative AI
GenAI in Coding
Coding with Generative AI
Potential pitfalls & Ethical Considerations
Coding with Generative AI at Coursera Admission Process
Important Dates
Other courses offered by Coursera
Student Forum
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