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

访问权限由 Coursera Learning Team 提供

2,286 人已注册

3个模块

深入了解一个主题并学习基础知识。

15 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。

15 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

要了解的详细信息

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作业

9 项作业

授课语言：英语（English）

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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。

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获得对主题或工具的基础理解
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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.

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 Foundations 9分钟
Module Intro 1分钟
Introduction to AI 4分钟
AI - Tasks and Data 8分钟
Demo: AI 10分钟
AI vs ML vs DL 8分钟
Module Intro 1分钟
Introduction to Machine Learning 5分钟
Supervised Learning - Classification 5分钟
Supervised Learning - Regression 6分钟
Demo: Introduction to Jupyter Notebooks 5分钟
Demo: Basic Machine Learning Part - 1 7分钟
Demo: Basic Machine Learning Part - 2 10分钟
Unsupervised Learning 6分钟
Reinforcement Learning 8分钟
Module Intro 1分钟
Introduction to Deep Learning 9分钟
Deep Learning Models-Sequence Models 6分钟
Deep Learning Models - CNN 9分钟
Demo: Classification with Multilayer Perceptron 7分钟

4个作业总计50分钟

Assessment 1 20分钟
AI Basics 10分钟
ML Basics 10分钟
DL Basics 10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 Intro 1分钟
Introduction to Generative AI 9分钟
Introduction to Large Language Models 8分钟
Transformers Part-1 8分钟
Transformers Part-2 9分钟
Prompt Engineering 11分钟
Customize LLMs with your data 9分钟
Module Intro 1分钟
AI Services Overview 7分钟
ML Services Overview 7分钟
AI Infrastructure Overview 5分钟
GPUs and Superclusters in OCI 13分钟
Responsible AI 6分钟
Demo: Data Science 9分钟
Module Intro 1分钟
OCI Generative AI 7分钟
Demo: OCI Generative AI 12分钟
Vector Search 9分钟
Select AI 8分钟
Language Intro 1分钟
Demo: Language 3分钟
Speech Intro 3分钟
Demo: Speech 2分钟
Vision Intro 1分钟
Demo: Vision 5分钟
Document Understanding 1分钟
Demo: Document Understanding 3分钟

5个作业总计60分钟

Assessment 2 20分钟
Gen AI Basics 10分钟
OCI AI Portfolio 10分钟
OCI Generative AI Service 10分钟
OCI AI Services 10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