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Guide To Machine Learning Data Governance in 2025

Guide To Machine Learning Data Governance in 2025

In this article, we explain machine learning data governance. We explain its key principles, benefits, use cases, best practices, and our future expectations of data governance.

Jun 134 min read

How to Scrape Images with Python for SEO in 2025

When scraping image data with Python library, the goal can go beyond just downloading the images. You may need to collect metadata and additional contextual information associated with the images on a webpage. This typically involves gathering details like the image’s alt text, dimensions, captions, file sizes, and other relevant image data.

Jul 297 min read

Generative AI in Life Sciences: Use Cases & Examples in 2025

Large language models, as part of generative AI, can predict protein structures and characteristics for use in healthcare and other industries. Generative AI in life sciences is transforming the field, driving advancements in drug discovery, personalized medicine, and diagnostics.

Jul 296 min read

Top 10 ChatGPT Education Use Cases in August 2025

Teachers and lecturers across many educational levels are afraid of ChatGPT‘s possible negative impacts on academic integrity. They fear that the chatbot is going to increase plagiarism and spread academic dishonesty.

Aug 18 min read

Quantum Sensors: Best 8 Use Cases & Case Studies [2025]

Quantum sensing is the most mature market in the quantum technology ecosystem. For example, it has been used in MRI for 50 years. Despite its potential, investment and market players remain low. Advancements in quantum sensors will improve accuracy and measurements. The global quantum sensors market is projected to grow 9% annually, reaching $1,020.

Apr 25 min read

The Best Proxy Manager Providers of 2025

Proxy managers simplify the use of proxy servers by automatically changing proxy settings for your browser or operating system. Here are some of the most popular proxy managers available: What is a proxy manager? A proxy manager is a software designed to control, manage, and monitor proxy servers.

Jun 183 min read

Large-Scale Web Scraping: Techniques & Challenges [2025]

We benchmarked leading web scraper APIs with 12,500 requests to e-commerce platforms and search engines. Then, we tested the reliability of the underlying services (i.e., residential proxies) with 5,000 and 100,000 parallel requests. Based on these experiences, we outline how to efficiently and ethically scrape large-scale data.

Jul 256 min read

ChatGPT Web Scraping: Tutorial & Applications in 2025

ChatGPT is an easy way to bring AI to web scraping, saving developers from manual parsing work that requires constant updates. Using LLMs is becoming one of the best web scraping practices.

Jul 16 min read

Image Recognition vs Classification: Applications with Examples

Businesses increasingly leverage AI-powered visual data solutions, but confusion between image recognition and classification leads to inefficiencies. Understanding the key differences helps businesses optimize AI deployment in the security, healthcare, and retail fields. Explore image recognition vs classification, their key differences, and applications with real-life examples.

Mar 255 min read

Test Automation Documentation: Importance & Best Practices  

Test automation is vital for ensuring the quality and reliability of applications in software testing and development. Businesses and QA teams are transitioning from manual testing to automation testing as it can: [aim_list] [/aim_list] What often goes overlooked is the role of effective documentation in maximizing the benefits of test automation.

Jun 164 min read