生成式 AI 採樣器
在這個為期 4 週的線上課程中，學生將使用不同的人工智慧模型來產生詩歌、藝術和音樂，然後最終將所有內容放在幻燈片中。學生將能夠掌握這些技能並將其應用到學校專案中。
Mr. Marty
平均評分：
5.0
評論數量：(29)
包含什麼
4 現場會議
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課堂經歷
TOPICS: This class is about Generative AI: the process of using AI to create text, images, and music, among other things. We will use various models to create media that can be put together in a single presentation: poetry, music, and images. STRUCTURE: Each class will cover a different medium and the last class will put them all together. After talking about the theory and how each model was trained, I will demonstrate various techniques for generating quality results. After that, students will explore on their own and then share their creations STYLE: I base my teaching on the Socratic method, encouraging students to find their own way by learning to ask the right questions INTERACTION: Students will have the opportunity to ask as many questions as they like. If students need help or have questions, I am available outside of class via Outschool email.
學習目標
The goal if for students to understand the basic working of Generative AI but to be able to generate high quality media to be used in school or in personal projects.
教學大綱
4 課程
超過 4 週課 1:
Chat-GPT
We will introduce OpenAI's ChatGPT and use it to write poetry on various subjects and in various forms. We will explore the Haiku, the Sonnet, Sestinas, Villanelles and any other poetic structures students may be interested in. Students will choose their subjects and create a poem that can be put to images and music. 55 分鐘線上直播課
課 2:
DreamStudio
We will introduce DreamStudio, StableDiffusion's official online platform. We will learn about prompt crafting, negative prompts, artists, mediums, and how to use different fine-tuned models to get different effects. We will learn how to improve images using inpainting and use these to accompany the poem. 55 分鐘線上直播課
課 3:
AIVA
We will introduce AIVA, the Artificial Intelligence Virtual Artist, a music producing AI that was trained on 30,000 classical musical scores, At this point AIVA is capable of composing in various different styles. We will use AIVA to score our poems and images, whatever the style may be: classical, jazz, electronic, or hip-hop, etc. 55 分鐘線上直播課
課 4:
Putting It All Together
We will finish up the class by putting all of these media into a single presentation. This will be done in Scratch, Python, or any other software the student may be familiar with. An optional final touch would be to use AI to create a voice-over of the poem to be played with the music. Alternatively the poem can just be displayed on screen. 55 分鐘線上直播課
其他詳情
父母的引導和規範
With great power comes great responsibility! These models are very powerful and though they have powerful filters to stop inappropriate text and images, if the student persists in trying to create disturbing text or images, they may eventually succeed. AIVA is completely safe as it creates instrumental music. DreamStudio's filters have shown to be very effective and I have never had a problem. ChatGPT also has a pretty good filter.
外部資源
除了 Outschool 教室外，本課程也使用：
教師專業知識和證書
2 個學位
碩士 在 數學 從 Harvard University
學士學位 在 數學 從 Harvard University
I have been a Computer Science Teacher for about 10 years. I have taught may AI classes ranging from survey class for beginners to coding classes that involve training AI models. I teach AI Art and AI Music as separate courses as well.評論
現場團體小班課程
US$17
每週或US$68 用於 4 課程每週1次，共 4 週
55 分鐘
有6 位學習者完成此課程
即時視訊會議
年齡: 13-17
1-8 每班學員人數
