Linking Data and Artificial Intelligence Divides in Their Respective Fields
Vidas Bacevičius, a solutions engineer at Oxylabs, will be presenting at the WeAreDevelopers World Congress in Berlin on Friday, July 11th, at 3 pm on Stage 8. His presentation, titled "Scrape, Train, Predict: The Lifecycle of Data for AI Applications," will delve into the intricate relationship between web scraping and AI.
Bacevičius' role at Oxylabs involves bridging the gap between technical teams and client-facing teams, making him well-equipped to discuss the practical applications of this relationship.
The focus of his presentation is to share practical knowledge on how AI can be used to enhance web scraping results. He will discuss how AI tools are used in web scraping to check for signs of blocked content, help with data parsing, and circumvent anti-bot measures.
One of the challenges addressed in Bacevičius' presentation is the blocking of web scrapers by websites. He will also discuss the need to parse and structure unstructured output from web scraping.
Web scraping is a main way for AI developers to get training data. Companies and developers face specific challenges in collecting public web data, including high complexity and effort related to data privacy compliance, data quality and consistency issues across diverse sources, incompatibilities among legacy data formats, and the need to manage data pipelines with real-time monitoring and quality assurance. Additionally, regulatory and privacy law adherence imposes significant governance and auditing burdens, especially under strict frameworks like the GDPR.
However, web scraping enables data control, allowing for the collection of data needed to bring a vision to life. Unique AI models can be developed using data collected through web scraping.
Bacevičius started at Oxylabs as a system administrator and later transitioned to a solutions engineer. His presentation at the WeAreDevelopers World Congress is a testament to his expertise in the field.
The 10th installment of WeAreDevelopers World Congress is being held in Berlin and promises to be an exciting event for developers and AI enthusiasts alike. Don't miss out on Bacevičius' presentation to learn more about the fascinating intersection of web scraping and AI.
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