Do I need to take the courses in a specific order?

We recommend taking the courses in the prescribed order for a logical and consistent learning experience.

How long does it take to complete the program?

About 5 hours per course, with a total of three courses.

What will I be able to do upon completing the program?

Use role-based AI prompting for tailored feedback and iterative development. Engage in hands-on exercises to apply advanced data structures in real-world scenarios.

How will this course help in my career?

Improve coding efficiency and creativity, tackle complex coding challenges, optimize performance, and ensure security, making you more competitive in the job market.

Can I take this course at my own pace?

Yes, the course is designed to be self-paced.

What kind of support is available?

Access to discussion forums, mentors, and course slides are available to support your learning.

Who should take this course?

Ideal for software developers, engineers, and aspiring professionals with intermediate knowledge of software development and a basic understanding of AI concepts.

Is this course really 100% online? Do I need to attend any classes in person?

This course is completely online, so there’s no need to show up to a classroom in person. You can access your lectures, readings and assignments anytime and anywhere via the web or your mobile device.

Can I just enroll in a single course?

Yes! To get started, click the course card that interests you and enroll. You can enroll and complete the course to earn a shareable certificate. When you subscribe to a course that is part of a Certificate, you’re automatically subscribed to the full Certificate. Visit your learner dashboard to track your progress.

Certificat de compétence DeepLearning.AI Generative AI for Software Development

Leverage AI in your software development workflow. Learn practical prompt engineering and pair programming techniques with LLMs to write, test, and improve your code.

Instructeur : Laurence Moroney

Série de 3 cours

Obtenez une qualification professionnelle qui traduit votre expertise

4.6

(644 avis)

niveau Débutant

Expérience recommandée

1 mois à raison de 5 heures par semaine

Planning flexible

Obtenir une qualification professionnelle

Partagez votre expertise avec les employeurs

Série de 3 cours

Obtenez une qualification professionnelle qui traduit votre expertise

4.6

(644 avis)

niveau Débutant

Expérience recommandée

1 mois à raison de 5 heures par semaine

Planning flexible

Obtenir une qualification professionnelle

Partagez votre expertise avec les employeurs

Ce que vous apprendrez

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.

Vue d'ensemble

In this Skill Certificate from DeepLearning.ai, you’ll learn from Laurence Moroney, former AI lead at Google, as he guides you through a comprehensive pathway to understand and apply generative AI technologies in real-world software development.

Learn practical prompt engineering and pair programming with LLMs like ChatGPT to enhance your software development workflow. Through hands-on projects, you'll gain techniques for using AI to help with common development tasks - from writing and testing code to creating documentation and managing dependencies. This program teaches you how to effectively prompt LLMs to assist with everything from basic coding tasks to implementing complex design patterns and database architectures.

As AI-powered coding tools are set to transform the industry, with Gartner predicting 70% adoption by platform engineering teams by 2027, this course will support you in learning these technologies at all stages of your career. It will show you how to use LLMs to leverage your own experience and knowledge to become a faster, more productive worker. You will be introduced to a new paradigm for software development, where LLMs become invaluable members of your development team by acting as pair coding partners, software testers, security experts, and knowledgeable colleagues.

Ce qui est inclus

Certificat partageable

Ajouter à votre profil LinkedIn

Enseigné en Anglais

18 exercices pratiques

Faites progresser votre carrière avec des compétences recherchées

Recevez une formation professionnelle par DeepLearning.AI
Démontrez vos compétences techniques
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Certificat de Compétence - série de 3 cours

Introduction to Generative AI for Software Development

COURS 18 heures4.6 (565 évaluations)Voir le cours

Ce que vous apprendrez

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.

Compétences que vous acquerrez

Large Language Modeling, Prompt Engineering, Machine Learning, Generative AI, LLM Application, Code Review, Software Development Methodologies, Artificial Intelligence and Machine Learning (AI/ML) et Program Development

Team Software Engineering with AI

COURS 213 heures4.7 (149 évaluations)Voir le cours

Ce que vous apprendrez

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

Compétences que vous acquerrez

Large Language Modeling, LLM Application, Dependency Analysis, Software Documentation, Debugging, Technical Documentation, Test Automation, Software Testing, Code Review, Collaborative Software, Maintainability, Software Development Tools, Software Engineering et Artificial Intelligence

AI-Powered Software and System Design

COURS 311 heures4.7 (159 évaluations)Voir le cours

Ce que vous apprendrez

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

Compétences que vous acquerrez

Database Design, Software Design Patterns, Large Language Modeling, Software Design, Performance Tuning, Database Management, Software Architecture, Application Programming Interface (API), Security Testing, Databases, Secure Coding, System Design and Implementation, Artificial Intelligence et Application Design

Obtenez un certificat professionnel

Ajoutez ce titre à votre profil LinkedIn, à votre curriculum vitae ou à votre CV. Partagez-le sur les médias sociaux et dans votre évaluation des performances.

Instructeur

Laurence Moroney

DeepLearning.AI

22 Cours578 347 apprenants

Offert par

DeepLearning.AI

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Foire Aux Questions

The course focuses on integrating generative AI tools into software development, covering machine learning techniques, transformer models, iterative code refinement, and advanced data structures.

You will learn to integrate generative AI tools, apply machine learning techniques, implement and optimize data structures, and use iterative prompting and role-based AI feedback to refine code.

Intermediate knowledge of software development. Familiarity in one or more programming languages like Python, JavaScript, and C# will help you get the most out of this course.