Breast Cancer Detection System Using Machine Learning

Abstract

This study, titled "Students' Attitudes in the Post-COVID Era: A Study on the Impact of Online Learning during the COVID-19 Pandemic," explores the effects of the rapid shift to online learning on students' attitudes, experiences, and future expectations in education. The COVID-19 pandemic forced educational institutions worldwide to adopt online learning models, which significantly altered the traditional dynamics of teaching and learning. This research investigates how students from diverse educational levels and backgrounds responded to these changes, examining both the positive and negative aspects of online learning. A mixed-methods approach was used, combining quantitative data from 400 students through surveys. Key findings reveal that while students appreciated the flexibility and convenience of online learning, many struggled with engagement, technical difficulties, and feelings of isolation. The study also highlights how socioeconomic factors and access to technology influenced students’ experiences, with those from underprivileged backgrounds facing greater challenges. A significant portion of students expressed a preference for blended learning models, which integrate both online and in-person elements. The research concludes that online learning has the potential to enhance education if critical challenges such as the digital divide, mental health support, and hands-on learning deficiencies are addressed. The study’s recommendations focus on adopting flexible learning approaches, improving digital infrastructure, and providing better support for both students and educators in the evolving educational landscape. This study provides valuable insights into the future of education post-pandemic and suggests that, with the right interventions, the digital transformation in education can lead to more inclusive and effective learning environments.