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Top 10 Successful Sustainability Case Studies in 2025
During my academic research on corporate sustainability efforts, I realize that environmental and social practices have a significant impact on the long-term success of businesses. Some businesses outperform others in this area, giving them a competitive advantage. See 10 sustainability case studies to incorporate sustainability strategies into corporate actions: 1.
Sustainable Management Definition & Top 10 Best Practices
In 2023, people consumed 1.8 times more resources than Earth generates annually because our economic outlook is based on production, use, and disposal. According to the Edelman Trust Barometer 2024, around half of individuals think businesses in the U.S. are not doing enough to address innovations such as green energy.
Sentiment Analysis: Steps & Challenges in 2025
Sentiment analysis is growing in popularity as it turns raw, unstructured text data into interpretable insights for business through sentiment analysis. However, tangible use cases for sentiment analysis and the fundamental steps of this method may not be clear.
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.
What is Model Drift? Types & 4 Ways to Overcome in 2025
Based on my 2 decades of experience helping enterprises adopt advanced analytics solutions, model drift is the largest reason for production model performance declines. Businesses are able to move only a small share of their AI models to production. And then within 1-2 years, performance of most models deteriorate due to model drift.
Data Labeling for Natural Language Processing (NLP) in 2025
Have you ever asked Siri to solve a math problem? Or asked about the weather from your Google assistant? Or have you used a sentence correction tool on your computer? If yes, then you have used natural language processing (NLP). NLP technology is increasingly being used to enable smart communication between people and their devices.
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.
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.
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.
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.