Recommender systems have become an integral part of our daily lives, powering the personalized recommendations that we receive on social media, e-commerce platforms, and streaming services. These systems are designed to make our lives easier by suggesting products, services, and content that are relevant to our interests and preferences. However, as powerful as these systems … [Read more...] about Are Recommender Systems Fair? A Critical Look at the Challenges and Solutions
Big Data
7 Big Data Trends You Must Follow in 2023
In today's business world, the impact of big data technology is growing rapidly, as it helps companies of all sizes increase efficiency, facilitate data-based decision-making, and contribute to sustainable growth. As a result, more and more businesses are leveraging big data trends to discover novel business prospects and refine their operating models to remain competitive. … [Read more...] about 7 Big Data Trends You Must Follow in 2023
ClimateTech: Empowering Your Business to Achieve Net Zero Goals
The below is a summary of the article that originally appeared on The Digital Speaker discussing ClimateTech. As climate awareness grows, businesses have a unique opportunity to take action and contribute to a sustainable future. ClimateTech, an emerging field focused on combating climate change, offers the potential to pave the way toward net zero emissions. By optimizing … [Read more...] about ClimateTech: Empowering Your Business to Achieve Net Zero Goals
Big Data Analytics: The Key to Unlocking Growth Potential Across Industries
Data is now central to organizations of all sizes, in the public and commercial sectors and across all industries. The emergence of the cloud, the widespread usage of the Internet, and most recently the gadgets, sensors, and networks that make up the IoT are all contributing factors. Because of the accessibility of large-volume, high-velocity data from various sources, big data … [Read more...] about Big Data Analytics: The Key to Unlocking Growth Potential Across Industries
Data Preparation for Machine Learning: A Step-by-Step Guide
Years back, when Spotify was working on its recommendation engine, they faced challenges related to the quality of the data used for training ML algorithms. Had they not decided to go back to the data preparation stage and invest additional effort in cleaning, normalizing, and transforming their data, chances are our listening experience wouldn't be as enjoyable. Thoroughly … [Read more...] about Data Preparation for Machine Learning: A Step-by-Step Guide