KodeKloud
Introduction to OpenAI
KodeKloud

Introduction to OpenAI

Gav Ridegeway

位教师:Gav Ridegeway

包含在 Coursera Plus

深入了解一个主题并学习基础知识。
初级 等级
无需具备相关经验
8 小时 完成
灵活的计划
自行安排学习进度
深入了解一个主题并学习基础知识。
初级 等级
无需具备相关经验
8 小时 完成
灵活的计划
自行安排学习进度

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作业

5 项作业

授课语言:英语(English)

了解顶级公司的员工如何掌握热门技能

Petrobras, TATA, Danone, Capgemini, P&G 和 L'Oreal 的徽标

该课程共有5个模块

This module lays the foundation for your AI journey by introducing OpenAI and its platform. You will explore OpenAI’s history, how it works, and why it is essential for industries today. You'll also learn how to set up your account, navigate the platform, and understand crucial concepts like API keys and OpenAI models. By the end, you’ll be equipped with the knowledge to start working with OpenAI tools.

涵盖的内容

12个视频1篇阅读材料1个作业1个讨论话题

This module provides a comprehensive exploration of artificial intelligence, from its roots in rule-based systems to the current advances in deep learning. You'll learn how transformers and attention mechanisms drive generative AI, and dive into the crucial aspects of prompt engineering, tokenization, and fine-tuning. Additionally, you'll explore important topics like bias, fairness, and reinforcement learning, all while considering ethical implications of AI technologies.

涵盖的内容

13个视频1篇阅读材料1个作业

This module dives deep into the power of text generation using OpenAI, focusing on both theoretical and practical applications. You'll explore prompt engineering techniques, how to generate API keys securely, and work on projects like creating a recipe generator, translating articles, and generating short stories. Additionally, you'll learn about sentiment analysis, creating AI assistants, and advanced techniques like fine-tuning and embeddings, all while gaining hands-on experience through labs and real-world projects.

涵盖的内容

7个视频2篇阅读材料1个作业

This module dives into the advanced features of OpenAI, including structured outputs, function calling, and batch processing. You’ll learn how to manage and scale AI solutions, applying advanced usage techniques to create robust applications. Through hands-on labs, you’ll practice batch processing and explore moderation techniques to ensure ethical use of AI.

涵盖的内容

5个视频1篇阅读材料1个作业

In this module, you'll explore OpenAI's cutting-edge vision capabilities, focusing on DALL-E and CLIP. You’ll learn how DALL-E’s text-to-image generation works, the evolution of DALL-E versions, and its practical applications across various industries. Hands-on projects will guide you through creating your own images and fine-tuning models, while discussions on ethical considerations and future trends will prepare you for challenges in AI-driven vision technologies.

涵盖的内容

12个视频1篇阅读材料1个作业

位教师

Gav Ridegeway
KodeKloud
1 门课程455 名学生

提供方

KodeKloud

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