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Additionally, students should grasp the significance of BigData in various sectors, including healthcare, finance, retail, and social media. Understanding the implications of BigDataanalytics on business strategies and decision-making processes is also vital.
Word2Vec , GloVe , and BERT are good sources of embedding generation for textual data. These capture the semantic relationships between words, facilitating tasks like classification and clustering within ETL pipelines. Multimodal embeddings help combine unstructured data from various sources in data warehouses and ETL pipelines.
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