GenAI for Code Migration Tasks Training

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GenAI for Code Migration Tasks Training

This course is part of AI-Powered Software Development Certification Specialization

Instructor: Priyanka Mehta

Included with Coursera Plus

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2 modules

Gain insight into a topic and learn the fundamentals.

Beginner level

Recommended experience

5 hours to complete

Flexible schedule

Learn at your own pace

2 modules

Gain insight into a topic and learn the fundamentals.

Beginner level

Recommended experience

5 hours to complete

Flexible schedule

Learn at your own pace

What you'll learn

Automate code migration tasks like language conversion, framework shifts, and version upgrades using GenAI
Optimize code performance by reducing time and space complexity with AI tools
Refactor legacy code to enhance structure, maintainability, and efficiency
Apply real-world GenAI use cases, including Uber’s transformation, to practical coding scenarios

Skills you'll gain

Details to know

Shareable certificate

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This course is part of the AI-Powered Software Development Certification Specialization

When you enroll in this course, you'll also be enrolled in this Specialization.

Learn new concepts from industry experts
Gain a foundational understanding of a subject or tool
Develop job-relevant skills with hands-on projects
Earn a shareable career certificate

There are 2 modules in this course

This beginner-friendly course explores how Generative AI revolutionizes code migration and optimization across the software development lifecycle. Learn to automate language conversion, framework shifts, version upgrades, and performance tuning using tools like GitHub Copilot. Understand and compare manual vs AI-driven workflows, and explore real-world demos. Master the use of GenAI to improve time and space complexity, refactor legacy systems, and boost code efficiency and scalability. Build practical skills to transform codebases with AI-powered automation, precision, and speed.

Basic understanding of programming or software development is recommended. By the end of this course, you will be able to: - Use GenAI tools like GitHub Copilot to automate code migration and optimization tasks - Perform language conversion, framework shifts, and version upgrades using AI - Reduce time and space complexity through AI-powered code analysis - Evaluate GenAI adoption through real-world examples like Uber’s code transformation Ideal for developers, software engineers, and tech professionals seeking to modernize codebases using AI.

Explore how Generative AI streamlines code migration and optimization across multiple dimensions. Learn key migration types from language conversion to framework shifts and version upgrades using AI tools like GitHub Copilot. Compare manual vs AI-driven steps, and explore real-world demos to boost speed and accuracy. Analyze use cases like Uber’s refactoring for practical insights into GenAI-powered transformations.

What's included

18 videos1 reading3 assignments1 plugin

18 videosTotal 82 minutes

Learning Objectives2 minutes
Code Migration2 minutes
Types of Code Migration2 minutes
Generative AI in Code Migration: Advantages2 minutes
Generative AI Tools for Code Migration4 minutes
Language Conversion with Generative AI2 minutes
Steps in Language Conversion Without Generative AI2 minutes
Steps in Language Conversion Using Generative AI2 minutes
Demo: Facilitating Language Conversion Using Generative AI14 minutes
Framework Migration2 minutes
Steps for Framework Migration Without Generative AI4 minutes
Steps for Framework Migration Using Generative AI2 minutes
Demo: Implementing Framework Migration Using Generative AI25 minutes
Version Upgrades1 minute
Steps in Version Upgrades Without Generative AI2 minutes
Steps in Version Upgrades Using Generative AI2 minutes
Version Upgrades: Example1 minute
Use Case: Uber's Code Migration and Refactoring2 minutes

1 readingTotal 10 minutes

Course Syllabus 10 minutes

3 assignmentsTotal 70 minutes

Assessment for Code Migration with Generative AI40 minutes
Quiz on Code Migration: Streamlining with Generative AI15 minutes
Quiz on Use Cases of Using Generative AI in Code Optimization15 minutes

1 pluginTotal 15 minutes

Accelerating Code Migration and Optimization with GenAI15 minutes

Explore how Generative AI enhances code optimization by improving both performance and efficiency. Learn to analyze and reduce time and space complexity using GenAI tools. Understand optimization needs, techniques, and real-world impact through hands-on demos. Gain practical experience in transforming code quality, structure, and speed with AI-powered refactoring and complexity analysis.

What's included

14 videos4 assignments1 plugin

14 videosTotal 55 minutes

Code Optimization2 minutes
Process of Code Optimization1 minute
Why Do We Need Code Optimization?2 minutes
What Generative AI Does in Code Optimization?1 minute
How Generative AI Helps in Code Optimization?2 minutes
Generative AI Tools for Code Optimization2 minutes
Understanding Time Complexity2 minutes
Optimize Time Complexity with Generative AI1 minute
Time Complexity with Generative: AI Example3 minutes
Demo: Analyzing and Optimizing Existing Code Using Generative AI20 minutes
Understanding Space Complexity2 minutes
Optimize Space Complexity with Generative AI1 minute
Demo: Analyzing and Improving Space Complexity of Code Using Generative AI9 minutes
Key Takeaways1 minute

4 assignmentsTotal 85 minutes

Assessment for Code Optimization with Generative AI40 minutes
Quiz on Optimizing Codebase Using Generative AI15 minutes
Quiz on Enhancing Code Performance: Time Complexity15 minutes
Quiz on Code Optimization: Space Complexity15 minutes

1 pluginTotal 15 minutes

Improving Code Efficiency with Generative AI: Time and Space Optimization15 minutes

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Instructor

Priyanka Mehta

Simplilearn

57 Courses15,207 learners

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Simplilearn

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Frequently asked questions

GenAI code migration uses AI tools to automate the transfer of code across languages, frameworks, or versions, reducing manual effort and errors.

It’s the use of GenAI to improve code efficiency by reducing time and space complexity, refactoring legacy code, and enhancing overall performance.

GenAI predicts and generates relevant code snippets, automates repetitive patterns, and helps complete functions or logic blocks based on context.

To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.