DeepLearning.AI
Generative AI for Software Development Skill Certificate
DeepLearning.AI

Generative AI for Software Development Skill Certificate

Leverage AI in your software development workflow. Enhance your skills as a software developer, grow your career, and stay competitive in this fast-paced industry.

Laurence Moroney

Instructor: Laurence Moroney

10,575 already enrolled

Earn a career credential that demonstrates your expertise
Beginner level

Recommended experience

1 month
at 5 hours a week
Flexible schedule
Learn at your own pace
Earn a career credential that demonstrates your expertise
Beginner level

Recommended experience

1 month
at 5 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Learn how LLMs work. By knowing how machine learning systems work, you’ll be able to use them more effectively to support your work as a developer.

  • Experiment quickly. Using LLMs can speed up your ability to prototype and test new features, allowing you to quickly iterate and ship your code.

  • Optimize your code quality. Get to production-ready code faster by working with an LLM to find and fix bugs.

  • Team up with AI on engineering tasks. Break through roadblocks and with your team by leveraging an LLM’s knowledge of development roles and tasks.

Details to know

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Taught in English
Recently updated!

September 2024

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Prepare for a career in Computer Science

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Get exclusive access to career resources upon completion

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¹Based on Coursera learner outcome survey responses, United States, 2021.

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Skill Certificate - 3 course series

What you'll learn

  • Integrate generative AI in development. Learn to use generative AI tools from initial design to deployment, enhancing your efficiency and creativity.

  • Optimize your code quality. Improve your coding, if you’re just starting and need help fixing bugs or an experienced developer breaking new ground.

  • Experiment quickly. Using LLMs can speed up your ability to prototype and test new features, allowing you to quickly iterate and ship your code.

  • Learn how LLMs work. By knowing how machine learning systems work, you’ll be able to use them more effectively to support your work as a developer.

Skills you'll gain

Category: Prompting best practices for software development
Category: Assigning an LLM a role or persona
Category: Designing data structures for real world deployment at scale
Category: Analyzing code with an LLM
Category: Pair-coding with an LLM

What you'll learn

  • Leverage LLMs to enhance team collaboration in software development projects

  • Use AI to generate comprehensive tests and clear documentation for your code

  • Manage and debug complex software dependencies with AI assistance

Skills you'll gain

Category: Debugging dependency conflicts using LLMs
Category: Writing comprehensive software tests with LLMs
Category: Generating clear, effective documentation with the help of LLMs
Category: Implementing automated testing frameworks
Category: Managing software dependencies with AI assistance

What you'll learn

  • Design and implement software architectures guided by AI insights

  • Create and optimize databases from scratch using LLM-assisted techniques

  • Apply advanced design patterns to improve code quality and maintainability

Skills you'll gain

Category: Designing software applications with AI guidance
Category: Data serialization and configuration-driven development
Category: Optimizing database queries with AI assistance
Category: Implementing databases from scratch using LLMs
Category: Applying Gang of Four design patterns using LLMs

Instructor

Laurence Moroney
DeepLearning.AI
19 Courses517,272 learners

Offered by

DeepLearning.AI

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