AI is not just a trend, it's a life-changing invention. If you able to adopt it great, but if you are able to create it, even better. Around 2022, we get connected with a company who wanted to step into the world of AI and provide the best services to their. They created the AI bots and configured every detail, then the reality struck them like a brick, that they need to train the bots as well.
But it's easy said than done, AI bots training not only require large amount of data, but also correct and structured data, as the data is the only food a bot gets to process and analyze.
The challenge our client was facing is gathering large amount of data, but what matters more than the amount of the data was quality, which means that data should be clean as well as well structured, so they can train the bot from it. And we aren't talking about 1 or 2 bots but more than 5 at the starting.
Both the amount of data as well as the quality is non-negotiable for their business models as it can cause the underfitting or overfitting of the AI model, which means that the AI bot will not be able to recognize the patterns of the data, because due to lack of data iteration making the bot very simple or with limited ability to respond. Where as their is another case when due to low quality of data the AI model with memorize and analyze the noisy data due to which it fails to see the patterns of the new request and will not be able to well on unseen data.
- Want large amount of data.
- The quality of data should be maintained
- The data should be in specific format
- The data should be extracted with legal practices
- Daily data delivery
To achieve this goal, we need to launch multiple crawler at the same time.
- We used to work with more than 20 servers to scrape large amount of data.
- Daily scraped data from more than 70,000 pages.
- We deliver around 10,000,000 products data regularly.
- The data was structured and had multi-layer quality assurance before delivering.
Large amount of complex as well as hard to crawl data were successfully and regularly delivered without any default to our client in record time. We are uses some of the most advanced technology for scraping and are knee bend to provide the best quality of data with our multiple servers accessible around the globe. BotScraper has the ability to delivery impossibly large amount of data before the committed time, in addition to that we are learning daily to increase our efficiency, and enhance our data collection ability by embracing the up-to-date technology.
Data provided from BotScraper not only helped them to stable the ground of their AI models but with custom web crawler we are able to gather complex data for the now advanced models.
BotScraper don't just provide your services, we build the stairs upon which you can reach the top without any struggle. Want to connect.
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