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18 changes: 16 additions & 2 deletions docs/0. Overview/0.4. Mentoring.md
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## Is it possible to receive mentoring?

Yes
Absolutely! The original course authors, Médéric HURIER and Matthieu Jimenez, come with extensive backgrounds in education and offer mentoring throughout this course.

Mentoring is available for individuals or groups, with the flexibility to adjust the frequency according to your preference, from weekly sessions to multiple times per month.

## What is the benefit of having a mentor?

Based on our experience, mentoring significantly enhances the learning experience, contributing to over 50% of the learning benefits. It provides a unique opportunity to engage deeply with the course material, challenge the practices suggested, explore concepts in greater detail, and tailor the learning to fit your specific needs and context.

Moreover, a mentor acts as a powerful motivational force. The journey through this course demands perseverance and discipline, especially through its more demanding segments. The support from a mentor can simplify the learning process, offering guidance and encouragement.

## How this project mentoring will cost?

The cost for mentoring varies based on the number of participants and the duration of the sessions. It's best to reach out directly to the course authors for a personalized quote.

## Is it possible to get a company training?

Yes, company training is available. For a tailored quote that meets your organization's needs, please contact us via the course's main page.

## Can I do mentoring services with this course?

License, attribution
Indeed, you are welcome to use this course to provide your own mentoring services. The course is open source, allowing for broad utilization.

However, it's important to credit the original course content to Médéric HURIER and Matthieu Jimenez. Attribution is essential when leveraging this material for your mentoring services.
20 changes: 18 additions & 2 deletions docs/0. Overview/0.5. Assistants.md
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## What is the course assistant?

Automated agent
This course includes a dedicated OpenAI GPT-based assistant, designed to address your queries and customize the course content according to your preferences. It operates similarly to ChatGPT but is specifically tailored to understand and interact with the material covered in this course.

Please note, access to this assistant feature is part of a subscription to ChatGPT services, priced at approximately $20 per month.

## How does this assistant work?

TODO

## How should I use the assistant?

## Can I fully trust the assistant?
The assistant is at your disposal for any course-related inquiries. You might consider asking questions such as:

- Could you demonstrate a pipeline example for PyTorch?
- What's the best approach to feature creation for my dataset?
- Can you explain the advantages of implementing unit tests?

Furthermore, the assistant can review your code, offering critiques and suggestions on the content you've developed.

## Can I fully trust the assistant?

It's important to exercise caution when relying on the assistant's outputs. Although it's designed to be accurate, with around 90% of its content expected to be correct, there's a possibility of encountering inaccuracies or contextually inappropriate responses due to the nature of generative AI technology.

For those seeking a blend of AI convenience and human insight, the option for [human mentoring](0.4. Mentoring.md) is available. This provides an opportunity to enhance the assistant's guidance with personalized, expert feedback.

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