High-quality data can produce powerful insights that enhance decision-making. For data-driven organizations, this leads to successful marketing, improved operational efficiency, and easier management of compliance issues. However, unlocking the full potential of high-quality data requires effective Data Management practices. That’s why a robust data lineage strategy is essential – it helps increase information utility and maximize data […]
How Analysts Leverage Creativity to Gain Powerful Insights from Alternative Data
Creativity is critical to producing superior results in any field, whether it’s the arts, sciences, or technology. The same can be said for alternative data analysis. The most successful data scientists apply creativity by thinking out of the box when analyzing information to solve challenging problems or understand human behavior. From investment decisions to public policy and […]
SERP-Driven, Dynamic Sentiment Impact Analysis
Sentiment analysis is not entirely new. Businesses have been attempting to generate insights from various pieces of content for some time now. With automated data collection becoming more accessible, sentiment analysis can be done by nearly anyone. While it’s often used by research and development departments for product analysis or by finance institutions to drive […]
A Beginner’s Guide to AI and Machine Learning in Web Scraping
With uses spanning personalized medicine to the creation of social media clickbait, the use of artificial intelligence (AI) and machine learning (ML) is expected to transform industries from health care to manufacturing. Web scraping is no exception – and while its use is definitely not the answer to every data collection challenge, simple applications of AI/ML can enhance the process and increase […]
Developing AI-Based Solution for Web Scraping: Lessons Learned
Click to learn more about author Aleksandras Šulženko. As the buzz around artificial intelligence and machine learning keeps increasing, there are few tech-based companies who have yet to try their hand at it. We decided to take the plunge into AI and ML last year. We started small. Instead of attempting to implement machine learning […]