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Top 7 Open Source Sentiment Analysis Tools in 2025

Text analytics is estimated to exceed a global market value of US$ 56 billion by 2029. Sentiment analysis has gained worldwide momentum as one of the text analytics applications. Businesses that have not implemented sentiment analysis may feel an urge to find out the best tools and use cases for benefiting from this technology.

Jun 105 min read

How to Scrape X.com (Twitter) with Python and Playwright

We used Python and Playwright to test Twitter (X) data collection methods focusing on most prominent pages: Twitter scraping methodology We have performed all tests without logging in. Our aim is to collect public data.

Jul 45 min read

17 Computer Vision in Healthcare Use Cases & Examples

Even though Hinton, a Turin award recipient, claimed that radiology would be automated by 2021, such accelerated automation hasn’t occurred.However, AI-driven computer vision in healthcare is still expected to increase precision in surgery, medical imaging, and real-time patient monitoring, while enabling faster and more reliable decision-making.

Mar 217 min read

AI Center of Excellence (AI CoE): Meaning & Setup in 2025

The adoption of artificial intelligence (AI) is increasing as companies try to capture value from enterprise AI applications. However, according to an IBM survey, challenges such as limited AI expertise, increasing data complexity, and lack of tools for AI development hinder AI adoption for enterprises. To reduce AI project failures, organizations need a dedicated unit to oversee AI initiatives.

Jul 96 min read

Top 5 Ad Verification Techniques in 2025

Digital ad fraud is projected to reach $172 billion globally by 2028, nearly doubling from 2023.As advertising channels become increasingly digital and automated, the exposure to fraudulent activity intensifies. In many cases, advertising budgets are diverted to non-human traffic due to insufficient fraud detection measures.

Jun 107 min read

Top 10+ SAP Workload Automation Software & Use Cases

According to the SAP Corporate Fact Sheet, 99 of the top 100 organizations worldwide use SAP for enterprise resource planning (ERP). These customers account for 87% of the total global commerce. It is common for SAP users to use non-SAP systems in parallel for enterprise resource management.

Jul 38 min read

Top 7 Computer Vision Challenges & Solutions in 2025

Computer vision (CV) technology is revolutionizing many industries, including healthcare, retail, automotive, etc. As more companies invest in computer vision solutions, the global market will multiply 9 times by 2026 to $2.4 billion.

Jul 145 min read

Best 14 Process Improvement Techniques in 2025

Companies use process improvement techniques to identify bottlenecks and improve them in a process flow based on their process scope and objectives. Yet, these techniques have been losing popularity with the emergence of process intelligence tools.

Apr 39 min read

Workload Automation vs RPA: Differences to Know in 2025

Workload automation (WLA) and robotic process automation (RPA) are valuable technologies for businesses’ automation infrastructure. Both technologies reduce the number of manual tasks in an organization by automating repetitive processes. Both have benefits such as decreasing human error and cost, increasing efficiency, and creating transparency.

Jun 185 min read

Top 20+ MLOps Successful Case Studies & Use Cases ['25]

Organizations have started to adopt machine learning operations (MLOps) practices to standardize and streamline their ML development and operationalization processes. Interest in MLOps has risen over the years as it proves to be beneficial for business; however, implementing MLOps is a compelling task, and there is much to learn.

Apr 106 min read