Sentiment Analysis Project with LLM | Chatgpt & Gemini API

In this video, we are building Sentiment Analysis Project using ChatGPT and Google Gemini.

We will dig deep into Sentiment Analysis using Large Language Models (LLMs) with Google’s Gemini & OpenAI’s ChatGPT APIs. We'll use free API keys and credits. We will compare traditional and deep learning approaches in this beginner-friendly video. Learn data preprocessing and apply Gemini & ChatGPT for sentiment analysis. Experiment with Zero Shot and Few Shot techniques. Enhance your skills with practical examples. Watch now and grasp sentiment analysis projects effortlessly! Don't miss out, subscribe for more beginner-friendly data science and AI content!

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[Analyticsvidhya]

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[srishtichy]

Very helpful video on the use of Gemini and Open AI APIs for sentiment analysis. Thanks for uploading. Can you also share the steps to generate the Google API key?

[ared]

I have a dataset with around 4M reviews, I've tried doing sentiment analysis on it using the Transformers pipeline with distilbert but it was way too slow. can you tell me how many batches should I make If I have to use chatgpt API and what would be a cost and time-efficient solution?

[lawrencealleyne]

is it possible to adjust the prompt so that it can analyze the text and not just identify positive and negative reviews, but also identify recurring issues and summarize what it reads?

[victoradejuwon]

i am writing a project which inolves sentiment analysis of a particular topic on twitter. i have already extracted the data, how will you suggest i label it

[sports_channel]

I am working on a project that requires to perform the sentiment analysis on comments of social media posts which approach is better LLM or NLP? Or got any other suggestions to make it better?

[aadilgani]

I want to use the same approach for aspect-based sentiment analysis, the dataset has sentence, sentiment, target and aspect. the model should predict sentiment, target and aspect i.e. multi-head prediction is it possible with this approach.

[advait]

i have a project which takes tweets and analyses trends in a given area : traffic trends, political trends, restraunts, etc, instead of NLP can i use gemini or open ai?

[adanulabidin]

ChatGPT API not generating response and displaying RateLimitError. What to do?

[sairamteja]

where are you fine tunning the gemini model???

[chrisdsilva]

What if you are working with a dataset that has no true values?

[ashwinialli]

i am working on project about share market trend for last yr using Gemini API
can i use this project by replacing dataset with share market dataset? provide some guidelines to this project.