courseraПрограммирование

AI-Powered Software and System Design

Курс от DeepLearning.AI

Начальный≈ 11.6 чАнглийский

О курсе

This final course in the skill certificate focuses on applying AI to high-level software engineering tasks. You'll work with LLMs to design and implement sophisticated software systems, optimize code using established design patterns, and create efficient databases from scratch. By the end of this course, you will be able to: - Use AI to suggest and implement software architectures based on natural language requirements - Build a configurable application that interacts with external APIs like DALL-E - Design and implement a complete database system for an e-commerce platform - Optimize database queries and analyze code for security risks with AI assistance - Refactor existing applications using Gang of Four design patterns, guided by AI insights These advanced skills will enable you to tackle complex software engineering projects with greater efficiency and creativity. You'll learn to leverage the power of AI to make informed design decisions, implement robust systems, and optimize code at scale. This course will prepare you to lead innovative software projects and adapt to the evolving landscape of AI-augmented software development.

Навыки, которые вы освоите

Software Design Patterns Large Language Modeling LLM Application Secure Coding Software Design Database Design Software Architecture Databases Application Programming Interface (API)AI Security Software Development Query Languages OpenAI API Application Design Performance Tuning AI Integrations Database Development Object Oriented Design System Design and Implementation

Программа курса

3 модулей · 46 учебных материалов

01Data Serialization and Configuration-Driven Development16 материалов

Course Introduction

Conversation between Laurence Moroney and Andrew NgВидео In-video resourcesЧтение Setting up your Jupyter environmentЧтение Essential reading: Engage directly with our Jupyter and ChatGPT labsЧтение

Data Serialization and Configuration-Driven Development

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Laurence Moroney

Instructor

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Обучение на Coursera

≈ 11.6 ч

3 модулей

Язык: Английский

Субтитры: Арабский, Французский, Узбекский, Китайский (Китай), Итальянский, Бразильский португальский, Вьетнамский, Корейский, Немецкий, Пушту, Русский, Индонезийский, Испанский, Дари, Хинди, Японский, Казахский