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DART
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DART
DART
Duration: 6 Months
Introduction to BART
Overview of Transformer Models
Bidirectional Encoding: Understanding BERT
Auto-Regressive Decoding: Understanding GPT
BART Architecture: Combining BERT and GPT
Training BART: Pre-training and Fine-tuning
Text Generation with BART
Text Summarization using BART
Text-to-Text Transfer Learning
Applications of BART in NLP Tasks
BART for Sequence-to-Sequence Tasks
Preprocessing Data for BART Models
Training and Fine-Tuning BART on Custom Datasets
Evaluating BART Model Performance
Advanced Applications of BART (e.g., Translation, Question Answering)
Comparison of BART with Other NLP Models (e.g., T5, BERT, GPT)
BART Model Fine-tuning with Hugging Face Transformers
Deploying BART Models in Production
Challenges and Limitations of BART Models
Recent Developments and Research in BART
Hands-On with BART: Building NLP Applications
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