Course: evaluating-debugging-generative-ai

[Dev Only] Debug Info

tRPC Context Version:

{
  "courseVersionId": null
}

Course Data (getCourseBySlug):

{
  "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/2023/08/11_evaluating-debugging-generative-ai.jpg"
  },
  "certProgress": 0,
  "accomplishmentProgress": 0,
  "lessons": {
    "t7eoa": {
      "index": 1,
      "slug": "t7eoa",
      "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": true,
        "saveNotebookCustomjsEnabled": false
      }
    },
    "xmqgx": {
      "index": 2,
      "slug": "xmqgx",
      "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": false
      }
    },
    "l83kn": {
      "index": 3,
      "slug": "l83kn",
      "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": false
      }
    },
    "fcnmq": {
      "index": 4,
      "slug": "fcnmq",
      "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": false
      }
    },
    "o8mo2": {
      "index": 5,
      "slug": "o8mo2",
      "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": false
      }
    },
    "n5pm6": {
      "index": 6,
      "slug": "n5pm6",
      "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": false
      }
    },
    "e6m6y": {
      "index": 7,
      "slug": "e6m6y",
      "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": true,
        "saveNotebookCustomjsEnabled": false
      }
    },
    "mazi0": {
      "index": 8,
      "slug": "mazi0",
      "name": "Quiz",
      "type": "quiz",
      "videoId": null,
      "time": 0,
      "programId": null,
      "chatbotId": null,
      "iframeUrl": null,
      "quizId": "0AE769133FF54FB89B9ECA66",
      "progress": 0,
      "readingMaterialId": null,
      "accessControl": "locked",
      "requiredUserTier": "pro",
      "features": {
        "saveNotebookToolbar": false,
        "saveNotebookCustomjsEnabled": false
      }
    }
  },
  "subtopics": {},
  "listing": [
    {
      "timeFrame": null,
      "moduleLabel": "Module 1",
      "name": null,
      "content": [
        {
          "key": "t7eoa",
          "type": "lesson"
        },
        {
          "key": "xmqgx",
          "type": "lesson"
        },
        {
          "key": "l83kn",
          "type": "lesson"
        },
        {
          "key": "fcnmq",
          "type": "lesson"
        },
        {
          "key": "o8mo2",
          "type": "lesson"
        },
        {
          "key": "n5pm6",
          "type": "lesson"
        },
        {
          "key": "e6m6y",
          "type": "lesson"
        },
        {
          "key": "mazi0",
          "type": "lesson"
        }
      ],
      "progress": 0
    }
  ],
  "totalDurationSeconds": 3006,
  "lastAccessTime": null,
  "reviewsCnt": 0,
  "activeVersionIds": []
}