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Oracle Cloud Infrastructure AI Foundations

本课程是 Oracle Cloud and AI 专项课程的一部分

位教师：Himanshu Raj

2,900 人已注册

包含在中

了解更多

3个模块

深入了解一个主题并学习基础知识。

18 条评论

初级等级

无需具备相关经验

7 小时完成

灵活的计划

自行安排学习进度

3个模块

深入了解一个主题并学习基础知识。

18 条评论

初级等级

无需具备相关经验

7 小时完成

灵活的计划

自行安排学习进度

您将学到什么

Understand and describe AI concepts and workloads, explain Machine Learning concepts and terminologies.
Explain Deep Learning concepts and terminologies. You will understand the fundamentals of Generative AI and Large Language Models.
Understand Oracle AI Stack, including Infrastructure, Data, ML and AI Services. Describe Oracle Generative AI services.

您将获得的技能

您将学习的工具

要了解的详细信息

可分享的证书

添加到您的领英档案

作业

9 项作业

授课语言：英语（English）

91%

of learners achieved a positive career outcome

了解顶级公司的员工如何掌握热门技能

了解关于 Coursera for Business 的更多信息

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

积累特定领域的专业知识

本课程是 Oracle Cloud and AI 专项课程专项课程的一部分

在注册此课程时，您还会同时注册此专项课程。

向行业专家学习新概念
获得对主题或工具的基础理解
通过实践项目培养工作相关技能
获得可共享的职业证书

该课程共有3个模块

The OCI AI Foundations course is designed to introduce you to the fundamental concepts of AI, Machine Learning, Deep Learning and Generative AI with a specific focus on the practical application of these technologies within Oracle Cloud Infrastructure. This is ideal for beginners looking to enhance their understanding of AI technologies without any prior experience.

单元详情

Gain a solid understanding of AI, Machine Learning, and Deep Learning fundamentals. This moduleprovides a solid grounding in AI principles, empowering you to understand and apply these technologies effectively.

涵盖的内容

20个视频4个作业

20个视频总计125分钟

Welcome to AI Foundations9分钟
Module Intro1分钟
Introduction to AI4分钟
AI - Tasks and Data8分钟
Demo: AI10分钟
AI vs ML vs DL8分钟
Module Intro1分钟
Introduction to Machine Learning5分钟
Supervised Learning - Classification5分钟
Supervised Learning - Regression6分钟
Demo: Introduction to Jupyter Notebooks5分钟
Demo: Basic Machine Learning Part - 17分钟
Demo: Basic Machine Learning Part - 210分钟
Unsupervised Learning6分钟
Reinforcement Learning8分钟
Module Intro1分钟
Introduction to Deep Learning9分钟
Deep Learning Models-Sequence Models6分钟
Deep Learning Models - CNN9分钟
Demo: Classification with Multilayer Perceptron7分钟

4个作业总计50分钟

Assessment 120分钟
AI Basics10分钟
ML Basics10分钟
DL Basics10分钟

Discover the fundamentals of Generative AI and Large Language Models (LLMs) while exploring Oracle Cloud Infrastructure's AI portfolio. Learn how to leverage OCI's Generative AI and AI services to build innovative, AI-powered solutions.

涵盖的内容

27个视频5个作业

27个视频总计158分钟

Module Intro1分钟
Introduction to Generative AI9分钟
Introduction to Large Language Models8分钟
Transformers Part-18分钟
Transformers Part-29分钟
Prompt Engineering11分钟
Customize LLMs with your data9分钟
Module Intro1分钟
AI Services Overview7分钟
ML Services Overview7分钟
AI Infrastructure Overview5分钟
GPUs and Superclusters in OCI13分钟
Responsible AI6分钟
Demo: Data Science9分钟
Module Intro1分钟
OCI Generative AI7分钟
Demo: OCI Generative AI12分钟
Vector Search9分钟
Select AI8分钟
Language Intro1分钟
Demo: Language3分钟
Speech Intro3分钟
Demo: Speech2分钟
Vision Intro1分钟
Demo: Vision5分钟
Document Understanding1分钟
Demo: Document Understanding3分钟

5个作业总计60分钟

Assessment 220分钟
Gen AI Basics10分钟
OCI AI Portfolio10分钟
OCI Generative AI Service10分钟
OCI AI Services10分钟

The Oracle Cloud Infrastructure (OCI) AI Foundations certification is designed to introduce learners to the fundamental concepts of artificial intelligence (AI) and machine learning (ML), with a specific focus on their practical application within the Oracle Cloud Infrastructure