What is ChatGPT? What is Geerative AI? What is Prompt Engineering? Best practises.
#chatGPT #openai #ai #datascience.earth

Chat GPT and Generative AI

N.Furlan
4 min readAug 9, 2024

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What is ChatGPT?

What is chatGPT, and how does it work?

. ChatGPT is an AI developed by OpenAI that is designed to assist with various tasks and provide information on multiple topics.

. Chat GPT can answer questions, brainstorm ideas, provide explanations, and much more.

. The “GPT” stands for “Generative Pre-trained Transformer”, which is the underlying architecture that enables the model to generate human-like text based on the input received.

What is Generative AI?

. AI Generative refers to a type of artificial intelligence. It refers to a subset of AI that creates new content or data by learning patterns from existing data, such as text, images, music, or code.

. “Generative” means generating something new rather than just analysing or processing existing information.

. For instance, a generative AI can write a story or create artwork based on our prompts.

What is LLM?

. LLM stands for “Large Language Model”. It is a type of artificial intelligence designed to understand and generate human-like text based on the data it has been trained on. LLM is a subset of AI focusing on language and text processing. For instance. GPT-4 is a large language model (LLM).

What does “Prompt Engineering” mean?

. A prompt is any input or series of instructions used to produce a desired output.

. Prompt engineering involves designing and crafting prompts to interact effectively with AI models. It involves creating inputs that guide the AI to produce accurate, relevant, and valuable responses. Prompt engineering can include refining how questions are asked, structuring the input to achieve desired outputs, and experimenting with different phrasing to get the best results. The goal is to optimise the AI’s performance based on the task or query.

Are there other models than chat GPT-4?

. Yes, there are several other language models apart from GPT-4. For instance, models developed by different organisations include BERT and T5 by Google, LLaMa by Meta and Claude by Anthropic. Each model has its strengths and applications depending on its design and training.

Best practises

Which is the best way to interact with ChatGPT?

. To interact effectively, just be clear about what you need. Whether you are asking a question, seeking advice, or need help with a task, the more details you provide, the better Chat GPT can assist you.

. For chat GPT, it is easier to understand if you write down separate phrases or questions, especially if they are distinct topics. That helps Chat GPT address each part of our query. If you put multiple questions together, just make sure they are clear and separated so Chat GPT can respond to each one effectively.

If the topic is the same, does ChatGPT prefer to get more different queries?

. Yes, Chat GPT prefers that you break down different queries, even those on the same topic. It allows him to address each specific part of our question more accurately.

. BREAK down your questions or topics into SEPARATE, CLEAR phrases.

If two people ask the same question, they will receive the same answer?

. Not necessarily. While Chat GPT might respond similarly to the same question, they can vary based on how the question is phrased, the context, or any additional details provided.

. Chat GPT aims to tailor the answer to each specific query as accurately as possible.

The Voice

From where does ChatGPT get its voice?

. ChatGPT itself does not have a voice. It communicates through text. When you hear a voice response, it’s usually generated by text-to-speech (TTS) technology, which converts the text into spoken words.

Data Analysis and Charts

Can ChatGPT make analysis data and charts?

. ChatGPT can help with drawing charts, analysing data, and creating visualisations. However, ChatGPT cannot create or display charts directly within the ChatGPT prompt.

. ChatGPT cannot directly generate visual charts or interact with tools like Tableau or Power BI. However, ChatGPT can assist us with instructions or tips for using these tools to create charts. By sharing the data and letting it know what we aim for, ChatGPT can help us understand how to make the chart using these tools.

Sources Data

Where does Chat GPT get its training from?

. Chat GPT does not pull data from live sources. Instead, it uses the knowledge from the wide range of texts and information on which it was trained. This included books, websites, and other written material available up to its last update.

. ChatGPT’s responses are based on patterns and information from the data on which it has been trained.

Brainstorming

Is ChatGPT helpful for brainstorming?

. Yes, it is. ChatGPT can provide answers, brainstorm ideas, and give instructions based on the information it has been trained.

#chatgpt #openaia #datascience.earth

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N.Furlan

https://www.linkedin.com/in/nfur/ Data Specialist with 15+ Years in Analytics, AI, and Training Instructor | Expert in Data Science, ETL, and Visualisation