Executive Summary

v0.1

Objective

To develop an AI-driven question and answer platform tailored to Dave's extensive course materials, providing immediate and accurate responses to students while emulating the specific tone and style.

Overview

Dave has established a strong presence in the online education and coaching space, with a diverse range of offerings, including LinkedIn Learning courses, Books, seminars, and other learning materials. To enhance the learning experience for his diverse audience and offer them personalized support, Building an AI-powered personalized tutor platform that can understand and answer questions based on the extensive range of materials provided by Dave would be a great solution.

Key Features

  • Fine-tuned AI model: Leveraging models such as GPT, the platform will be fine-tuned on Dave's collection of text data. This ensures that the AI tutor provides contextually relevant and accurate responses to students' queries, based solely on the provided course materials.

  • Customized tone and style: To make the AI tutor more engaging and relatable, we will train the model to mimic the tone and speaking style of Dave. This personalized touch will create a consistent user experience across the platform, reinforcing the Dave brand identity.

  • Scalable architecture: The AI tutor platform will be designed with scalability in mind, allowing it to handle a growing user base and increasing course materials over time.

  • Continuous improvement: The AI tutor will utilize active learning strategies to continuously improve its performance based on user interactions.

  • Integration: The platform will be designed for easy integration using APIs with other platforms, such as existing Learning Management Systems in the market. These APIs can also be offered as a service to other course creators or bussiness.

Guides

Data Preparation

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Fine-tuning

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API Design

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Prompt Development

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Frontend Implementation

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Project Timeline and Cost

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