Lesson 2: Data Preparation and Input

Hello everyone,
Welcome to our second lesson of: “Exploring the Future, AI for Beginners.” In the previous lesson, we learned the fundamentals of ChatGPT and its applications. In this lesson, we will explore the importance of preparing input data effectively to achieve optimal results with ChatGPT.

Remember, if you missed lesson 1, you can find it on our website or YouTube channel. You can also leave a like or comment on our Facebook page and perhaps visit our website. But now, let’s get started.

This lesson is fundamental because it shows you how to prepare the data so that ChatGPT can provide precise and useful answers. It’s important to avoid unwanted special characters or spelling errors. Learning to provide clear initial instructions is crucial because it will guide ChatGPT on what is expected in its response, enabling you to achieve desired results.

Understanding context and managing languages are key aspects to improve ChatGPT’s effectiveness. This lesson will help you maximize the model’s use in different languages and ensure it fully understands the context of conversations.

It sounds exciting, let’s begin!

A fundamental step in data preparation is data cleaning. Input data must be clear and well-formatted. This means removing unwanted special characters, correcting spelling errors, and ensuring that the text is readable. Articulate the concepts in short and direct sentences (remember what we said about ChatGPT being like a child?).

Another crucial aspect is providing clear initial instructions to the model. These instructions guide ChatGPT on what to expect in its response.

Remember that ChatGPT doesn’t know the context, so contextualizing requests is important. ChatGPT performs better when it understands the conversation’s context. Therefore, providing previous context or specifying the discussion’s subject can significantly improve the model’s responses.

Let’s try it! Enter ChatGPT and write your first instruction:

“Operate as the customer service of a telephone company called ‘MyPhone.’ You need to help me provide answers to the customer. Do you understand the task?”

After a few seconds, Chat GPT responds.

Now, let’s ask Chat GPT to respond to the first customer. For example: The customer asks, “My phone has internet connection problems.” What can I respond, and what questions should I ask?

It’s important to specify our expectations. The response may or may not satisfy us initially, but we can always ask for improvements.

Data preparation and defining initial instructions are two crucial aspects of effectively using ChatGPT. These elements play a fundamental role in influencing the quality of the model’s generated responses.

If the data isn’t clean, ChatGPT might produce inconsistent or incorrect answers. Providing clear instructions to the model is equally important. These instructions guide ChatGPT on what to expect in its response. This sets the context and expectations for the model’s responses. The specification can be incremental, for example, we can ask to change the format or tone of the generated response.

In summary, data preparation and initial instructions play a crucial role in obtaining optimal responses from ChatGPT. Let’s try, for instance, to request a more formal message.

Thorough data cleaning, clear instructions, and careful consideration of context can significantly enhance the quality of the model’s responses across a wide range of applications. We can continue refining the response until we are satisfied.

The responses are almost always immediate, but sometimes there may be a slight wait due to the quality of the connection or traffic. Nothing new, it happens with all websites and applications. In any case, we get our answer within a few seconds.

We can ask for another response if needed, perhaps a shorter one. We’ve explored the various possibilities it offers. You should consider Chat GPT as a rookie assistant, open to learning and happy to provide you with assistance.

Languages are another important consideration. If you’re working with different languages, consider using translations or adaptations to achieve accurate results. Languages can have nuances and different meanings, so make sure the model understands the language you’re communicating in correctly. For example, you can ask to prepare an English version or translate a message from an English customer into your language.

We have reached the end. In this lesson, we have examined the importance of data preparation and initial instructions to achieve optimal results with ChatGPT. In the next lesson, we will explore how to optimize ChatGPT’s responses by adjusting model parameters.

Remember that you can find the transcription of the lessons on our website , along with exercises and additional resources. Thank you for following this lesson. Keep going with the course to deepen your skills in using ChatGPT. See you next time!