Classification Model Training/Testing with BERT/RoBERTa/ModernBERT in GCP
₹12500-37500 INR
Teslim sırasında ödenir
I need a skilled machine learning expert to train, validate and test a sentiment analysis classification model using BERT, RoBERTa and ModernBERT on Google Cloud Platform (GCP).
Key Requirements:
- The model will be trained on a sample dataset containing approximately 300k records.
- Input data will be provided in a CSV file format.
- I have partially labeled data for training and validation, but assistance with labeling may be needed.
- The outputs of the model should be shared in an Excel file.
- Include detailed data preprocessing steps and techniques.
- Define clear performance metrics for evaluating the model, such as accuracy, F1 score, precision, and recall.
- Outline the approach for hyperparameter tuning to optimize model performance.
- Describe techniques for handling imbalanced classes within the dataset.
Ideal Skills:
- Proficient in Python and machine learning libraries such as TensorFlow and PyTorch.
- Extensive experience with sentiment analysis and using BERT, RoBERTa and ModernBERT.
- Familiarity with GCP.
- Ability to assist with data labeling and sharing outputs in Excel.
The goal is to achieve high accuracy with the sentiment analysis model. The project should be completed within 1 month. The model should achieve an accuracy of at least 93%.
Proje NO: #39054428
Proje hakkında
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I am an experienced IT professional and a Data Science practitioner/NLP Expert. Your job caught my eye and looks to be quite interesting to me as I did similar work in recent past. I have developed various simple to co Daha Fazla
Bu iş için 23 freelancer ortalamada ₹23670 teklif veriyor
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Hi there, we’ve shared our proposal and are ready to begin Step 1 right away. Excited to work on this with you. Best wishes, UnlockAI.
I can train, validate and test a sentiment analysis classification model using BERT, RoBERTa and ModernBERT on Google Cloud Platform (GCP). Please connect with me to discuss further. Thanks
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As a seasoned Machine Learning Engineer with over 8 years of hands-on experience, I'm confident that I possess the skills and knowledge to drive your sentiment analysis project to success. I am highly proficient in Pyt Daha Fazla
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I am a student with hands-on experience in sentiment analysis and have previously built a similar model. I am skilled in using BERT, RoBERTa, and ModernBERT with TensorFlow and PyTorch. I can efficiently handle large d Daha Fazla
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I am an experienced machine learning engineer specializing in NLP and sentiment analysis. I use state-of-the-art transformer models like BERT, RoBERTa, and ModernBERT. With expertise in TensorFlow, and PyTorch, I can e Daha Fazla
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With my versatile skills, extensive experience in sentiment analysis using BERT, RoBERTa and ModernBERT, and familiarity with GCP, I’m the perfect candidate to turn your project into reality. Having proficiently worked Daha Fazla
