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Best Python Web Scraping Libraries: Selenium vs Beautiful Soup
Based on my more than a decade of software development experience including the CTO role at AIMultiple where I lead data collection from ~80,000 web domains, I have selected the top Python web scraping libraries.
Techniques for Avoiding CAPTCHAs in Web Scraping [2025]
Web scraping is an effective method for collecting and analyzing data from any web source. However, the growing use of anti-scraping technologies by websites, such as CAPTCHA, make web scraping more challenging and time-consuming. CAPTCHAs can prevent automated bots and scripts from accessing and interacting with websites. However, there are best practices to bypass them.
7 Key Data Fabric Use Cases in 2025
In this article, we explain 7 key data fabric use cases such as data integartion, data analytics, data governance, and data virtualization.
Generative AI in Marketing: Benefits & Use Cases in 2025
The artificial intelligence market in marketing, valued at around 15.84 billion USD in 2021, is projected to soar past 107.5 billion USD by 2028, reflecting its rapidly increasing role in the sector.. As generative AI is the leading factor in AI technology, the interest in generative AI has been growing across many industries, including marketing.
10 Web Scraping Techniques & Tools for Every Skill Level
Web scraping is not the only way to collect data from websites. Various other methods (e.g. LLMs) are available and each technique has trade-offs.
Data Federation vs. Data Virtualization [2025]: A Comparison
In this article, we compare data federation and data virtualization. We provide insights when data federation should be chosen over data virtualization and vice versa.
18 Best Process Analysis Tools & Techniques in 2025
Process analysis is the first step to process visualization, improvement and management, which is why process analysis has been gaining popularity, as Figure 1 shows. Despite the increasing interest, only 15% of business processes are analyzed and managed properly as BPM statistics show.
7 Master Data Management Use Cases in 2025
In this article, we explain 7 master data management use cases. Master data management has been frequently searched since the 2020s.
Playwright vs Puppeteer: The Right Browser Automation Tool
Playwright and Puppeteer are both popular open-source frameworks developed for web automation and browser testing. Yet, there are some significant differences between the two that may affect their suitability for specific use cases. This article examines differences and similarities between Playwright and Puppeteer including browser support, API design, web scraping capabilities and community support.
How to Scrape Data from Walmart: Top Scraper APIs [2025]
We benchmarked the leading Walmart scraper APIs, analyzing 2 batches of requests to 200 URLs from product and search pages during Dec 2024 and Jan 2025, totaling 2,000 requests: This guide provides step-by-step instructions on how to scrape Walmart’s product pages using Python and various other tools.