Course: evaluating-debugging-generative-ai
Lesson: introduction
Slug: xn5gp
[Dev Only] Loading...
Slug: xn5gp
[Dev Only] Loading...
[Dev Only] Debug Info
{
"courseVersionId": null
}{
"courseId": 11,
"name": "Evaluating and Debugging Generative AI",
"slug": "evaluating-debugging-generative-ai",
"type": "short_course",
"progress": -1,
"maintenanceMode": false,
"releasedAt": "2023-08-02T08:00:00+00:00",
"nextCourseSlug": null,
"wpData": {
"courseName": "Evaluating and Debugging Generative AI Models Using Weights and Biases",
"courseDescription": "Learn MLOps tools for managing, versioning, debugging, and experimenting in your ML workflow.",
"coursePartner": [
{
"title": "Weights & Biases",
"logo": "https://home-wordpress.deeplearning.ai/wp-content/uploads/2023/08/weights-and-biases.png"
}
],
"courseTopic": [
"Evaluation and Monitoring",
"Fine-Tuning",
"Generative Models",
"LLMOps",
"MLOps",
"MultiModal",
"Prompt Engineering"
],
"courseLevel": "Intermediate",
"courseDuration": null,
"marketingSlug": "evaluating-debugging-generative-ai",
"videoThumbnail": "https://home-wordpress.deeplearning.ai/wp-content/uploads/2023/07/Evaluating-and-Debugging-Generative-AI-Models-Using-Weights-and-Biases-1.png"
},
"certProgress": 0,
"accomplishmentProgress": 0,
"lessons": {
"xn5gp": {
"index": 1,
"slug": "xn5gp",
"name": "Introduction",
"type": "video",
"videoId": 71,
"time": 203,
"programId": null,
"chatbotId": null,
"iframeUrl": null,
"quizId": null,
"progress": 0,
"readingMaterialId": null,
"accessControl": "full",
"requiredUserTier": "pro",
"features": {
"saveNotebookToolbar": false,
"saveNotebookCustomjsEnabled": false
}
},
"sxaq7": {
"index": 2,
"slug": "sxaq7",
"name": "Instrument W&B",
"type": "video_notebook",
"videoId": 72,
"time": 641,
"programId": 9001,
"chatbotId": null,
"iframeUrl": null,
"quizId": null,
"progress": 0,
"readingMaterialId": null,
"accessControl": "full",
"requiredUserTier": "pro",
"features": {
"saveNotebookToolbar": true,
"saveNotebookCustomjsEnabled": true
}
},
"eqknd": {
"index": 3,
"slug": "eqknd",
"name": "Training a Diffusion Model with W&B",
"type": "video_notebook",
"videoId": 73,
"time": 357,
"programId": 9002,
"chatbotId": null,
"iframeUrl": null,
"quizId": null,
"progress": 0,
"readingMaterialId": null,
"accessControl": "full",
"requiredUserTier": "pro",
"features": {
"saveNotebookToolbar": true,
"saveNotebookCustomjsEnabled": true
}
},
"dny61": {
"index": 4,
"slug": "dny61",
"name": "Evaluating Diffusion Models",
"type": "video_notebook",
"videoId": 74,
"time": 447,
"programId": 9003,
"chatbotId": null,
"iframeUrl": null,
"quizId": null,
"progress": 0,
"readingMaterialId": null,
"accessControl": "full",
"requiredUserTier": "pro",
"features": {
"saveNotebookToolbar": true,
"saveNotebookCustomjsEnabled": true
}
},
"t7g26": {
"index": 5,
"slug": "t7g26",
"name": "LLM Evaluation and Tracing with W&B",
"type": "video_notebook",
"videoId": 75,
"time": 867,
"programId": 9004,
"chatbotId": null,
"iframeUrl": null,
"quizId": null,
"progress": 0,
"readingMaterialId": null,
"accessControl": "full",
"requiredUserTier": "pro",
"features": {
"saveNotebookToolbar": true,
"saveNotebookCustomjsEnabled": true
}
},
"th768": {
"index": 6,
"slug": "th768",
"name": "Finetuning a language model",
"type": "video_notebook",
"videoId": 76,
"time": 474,
"programId": 9005,
"chatbotId": null,
"iframeUrl": null,
"quizId": null,
"progress": 0,
"readingMaterialId": null,
"accessControl": "full",
"requiredUserTier": "pro",
"features": {
"saveNotebookToolbar": true,
"saveNotebookCustomjsEnabled": true
}
},
"fwhxv": {
"index": 7,
"slug": "fwhxv",
"name": "Conclusion",
"type": "video",
"videoId": 77,
"time": 17,
"programId": null,
"chatbotId": null,
"iframeUrl": null,
"quizId": null,
"progress": 0,
"readingMaterialId": null,
"accessControl": "full",
"requiredUserTier": "pro",
"features": {
"saveNotebookToolbar": false,
"saveNotebookCustomjsEnabled": false
}
}
},
"subtopics": {},
"listing": [
{
"timeFrame": null,
"moduleLabel": "Module 1",
"name": null,
"content": [
{
"key": "xn5gp",
"type": "lesson"
},
{
"key": "sxaq7",
"type": "lesson"
},
{
"key": "eqknd",
"type": "lesson"
},
{
"key": "dny61",
"type": "lesson"
},
{
"key": "t7g26",
"type": "lesson"
},
{
"key": "th768",
"type": "lesson"
},
{
"key": "fwhxv",
"type": "lesson"
}
],
"progress": 0
}
],
"totalDurationSeconds": 3006,
"lastAccessTime": null,
"reviewsCnt": 0,
"activeVersionIds": []
}