What are some interesting data science project ideas?
An example of an AI chatbot conversation about data science project ideas.
What are some interesting data science project ideas?
Here are a few ideas: 1) Predictive analytics for sales forecasting, 2) Sentiment analysis on social media data, 3) Image classification using deep learning.
Can you elaborate on the sentiment analysis project?
Sure! You can collect tweets or reviews, preprocess the text, and use NLP techniques to classify the sentiment as positive, negative, or neutral.
What tools or libraries would I need for that?
You can use Python with libraries like NLTK or TextBlob for NLP, and Pandas for data manipulation.
How long do you think it would take to complete such a project?
It depends on your experience, but a basic version could take a few weeks to a couple of months.
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