Superlinked CEO, Daniel Svonava appeared in front of a large audience of data professionals, at Big Data London, a major event for the European Data ecosystem on September 21, 2023.
In his talk, titled “YOUR JOB IN 2024: TURNING DATA INTO VECTORS”, Svonava discussed the impact of Transformer Models across various Machine Learning domains since 2017. He highlighted how these models, which drive the current Generative AI and LLM trends, can convert virtually any type of data into high-dimensional vector embeddings.
Key points of the talk included:
- The standardization around Transformer models across NLP, Computer Vision, RecSys, and other ML domains
- The ability of vector embeddings to represent complex data structures
- Practical applications of vector embeddings in understanding users, detecting fraud, identifying content, and finding new relationships in data
- The growing demand for vector-based data solutions across industries
- Implications for data professionals and companies in adapting to this trend
Svonava’s talk offered valuable insights into how the shift towards vector-based data representation is reshaping the data industry and influencing job roles. Watch Daniel’s full presenation below to gain a deeper understanding of how vector embeddings are revolutionizing data analysis and what it means for career