Data Science & Big Data Research 2025: Analytics, Visualization & Predictive Modeling
Data science and big data analytics continue to drive business intelligence and scientific discovery in 2025, transforming raw data into actionable insights. From advanced visualization techniques that reveal hidden patterns to predictive modeling that forecasts future trends, data science remains at the forefront of technological innovation. This comprehensive review highlights six cutting-edge data science research papers published in the International Journal of Computer Techniques (IJCT) that demonstrate the latest breakthroughs in analytics and big data processing. 1. Big Data Analytics Frameworks Processing massive datasets requires robust analytical frameworks. This research explores comprehensive big data analytics architectures including Hadoop, Spark, and distributed computing paradigms. The study provides practical implementation strategies for scalable data processing and analysis. 2. Data Visualization Techniques Effective visualization transforms complex data into un...