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Free White Paper: The Application of AI and ML in Large-Scale Data Gathering Operations

Gabija Fatenaite

2020-08-262 min read

Large-scale data gathering is a difficult and multilayered process. It requires a lot of resources and high-level technical knowledge. It only seems reasonable to find a more manageable solution to aid in this process. 

Favorably, recent advancements in computing solutions allowed AI and ML to become reliable sources for large-scale use. Taking this as an advantage, Oxylabs has dedicated its time to create an AI and ML-based solution that ensures block-free data gathering – Web Unblocker.

The application of AI and ML in large-scale data gathering operations is a topic that requires an in-depth dive in. For this reason, we have written an extensive white paper thoroughly going over the overall definitions of AI, ML, and Deep learning, and how it can be applied to web scraping.  

Free PDF

The Application of AI & ML in Large-Scale Data Gathering Operations


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The Application of AI and ML in Large-Scale Data Gathering Operations

What can you expect from this white paper?

In this white paper, you’ll learn:

  • The terminology of AI applications, ML algorithms, and Deep Learning – all terms are intertwined and often used together, though they have different meanings.

  • The basic concept of AI – it is the idea of building machines or computers that are capable of thinking like humans.

  • What is Machine Learning – a practice of using different algorithms to parse data, learn from it, and then decide or predict something in question.

  • What is Deep Learning it attempts to arrive at conclusions in a similar manner to humans by analyzing data with a logical structure. 

  • Web scraping’s value chain and its main challenges.

  • How creating an AI and ML-powered solution will simplify the data gathering pipeline – this will take care of proxy pool management, data parsing maintenance, and other repetitive work.

  • What is Web Unblocker  – powered by the latest AI and ML innovations it is a new Oxylabs proxy solution built with heavy-duty data retrieval operations in mind.

Download our extensive white paper and learn more on the application of AI and ML in large-scale data gathering operations.

About the author

Gabija Fatenaite

Lead Product Marketing Manager

Gabija Fatenaite is a Lead Product Marketing Manager at Oxylabs. Having grown up on video games and the internet, she grew to find the tech side of things more and more interesting over the years. So if you ever find yourself wanting to learn more about proxies (or video games), feel free to contact her - she’ll be more than happy to answer you.

All information on Oxylabs Blog is provided on an "as is" basis and for informational purposes only. We make no representation and disclaim all liability with respect to your use of any information contained on Oxylabs Blog or any third-party websites that may be linked therein. Before engaging in scraping activities of any kind you should consult your legal advisors and carefully read the particular website's terms of service or receive a scraping license.

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  • What can you expect from this white paper?

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Retrieve public data even from the most resistant targets without getting blocked.

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