Author: Vivian Collins

National defence has been greatly influenced by technological developments, with artificial intelligence (AI) changing military doctrines, plans, and operational preparedness. A combination of data science, machine learning, and real-time analytics, predictive intelligence is revolutionising threat detection, strategic reaction, and defence planning. In order to predict future events or behaviours, artificial intelligence (AI) systems examine enormous volumes of data, finding patterns that human analysts are unable to see. The transition from reactionary to prescriptive capabilities represents a major improvement in national defence systems. Predictive intelligence systems allow defence organisations to shift from a reactive stance to proactive anticipation by combining sources…

Data science, design, user behaviour research, and real-time bidding mechanisms are all involved in the intricate process of launching a campaign on an advertising website. User profiling systems, demand-side and supply-side platforms, ad servers, real-time analytics, fraud detection modules, and machine learning algorithms all need to coordinate during the process. The first step is to make sure the campaign details are malware-free and adhere to size and format requirements as well as content regulations. After approval, the ad is saved in a content delivery network (CDN), and a database contains the metadata.. An ad impression can be served when a…

For any business, one of the most vital aspects of success is managing Product Stock / Inventory Management especially in the case of E-commerce. Proper inventory management allows businesses to track their products, reduce costs, and  avoid stock shortages or excess. Whether you have a small online store or own a massive enterprise, inventory management will likely enhance customer satisfaction and boost your profits. Why Product Stock Matters? Product Stock / Inventory Management (สต๊อกสินค้า, which is the term in Thai) makes sure that you always have the right products available whenever customers want them. Here are a few reasons: Avoid Stockouts: If stock…