Now, here is the most important part of getting the pre-trained model either from Hugging Face or Open AI. Let's create a text sentiment classifier using Hugging Face. For that get the model from HF and apply the Sentiment Analysis to the review Table
@sumanth_077
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Connecting to Demo Database and Exploring Amazon Reviews Text Data
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Now connect to your favorite Data Base. Here let's connect to a Demo Data Base "example_db". In the Data Base let's explore the text data contained in the "amazon_reviews" table Here is how you can do it
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MindsDB: Open Source Machine Learning for Databases
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Introducing MindsDB that helps in bringing machine learning into databases and it's completely open source. Let's build a simple Sentiment Classifier model on Text Data. All you want to do is go to http://
mindsdb.com, create a Free Demo Account, and get started. -
Machine Learning Integration in Databases with NLP and GPT-3
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The General use of Data Bases is to store and access Data but let's bring Machine Learning into Data Bases. Let's build NLP Applications with Hugging Face and GPT-3 right inside the Data Base with just a few SQL commands A Thread
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Compliment on AI Newsletter Quality and Consistency
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Great Newsletter to keep up with the latest AI developments. Keep up the good work Shubham
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Perfect Data Science Roadmap for Beginners
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This is a perfect Roadmap for anyone to get started with Data Science. Kudos to this compilation Akshay.
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Daily ML and Data Science Content Topics Available
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Are you interested in any of these topics? Python Data Science Machine Learning Data Analysis MLOps NLP Computer Vision FREE Resources Open Source ML Tools I'm sharing daily content over here, follow me if you haven't already
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Daily Python, Machine Learning and Language Models Tutorials
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That's it. Every day, I share tutorials and simplify complex topics around Python, Machine Learning & Language Models. Follow me → @Sumanth_077 to ensure you don't miss that. Like/RT the first tweet to support my work and help this reach more people.
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Hugging Face Documentation for Fine-tuning Image Captioning Models
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Check out the Documentation from Hugging Face on the same for Finetuning these Image Captioning models. →
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Fine-tuning Image Captioning Models with Hugging Face Transformers
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Image Captioning Models helps in generating a caption for a given image. Now you can fine-tune these models on your own images with Hugging Face Transformers Here's how you can do that: