Abstract Flipped course is used in well-developed educational institutions and technologically developed countries. It is quite experimental in nature for resource restricted educational Institutions and developing countries. In this paper such cases are considered, where faculties make use of free resources available for conducting flipped courses. Traditionally courses are taught to the students using black board. Nowadays teachers have started using power point presentations for... Flipped course is used in well-developed educational institutions and technologically developed countries. It is quite experimental in nature for resource restricted educational Institutions and developing countries. In this paper such cases are considered, where faculties make use of free resources available for conducting flipped courses. Traditionally courses are taught to the students using black board. Nowadays teachers have started using power point presentations for their teaching. Teachers cannot completely depend on black board teaching to demonstrate the applications and implementations of a course. In addition to the conceptual teaching, the students should be actively involved and motivated to make the course more effective. To make students to get involved in learning about concepts of a course, the authors have designed and conducted different case studies. The methodology of delivering course and assessment methods are refined year after year using qualitative and quantitative measurements. Comparison of the outcomes is done by the authors with respect to students’ performance year after year. This helps in refining the course content, course delivery and assessment methods. In this paper, authors discuss the different course delivery methodologies, they are practicing with continuous refinements. The authors suggest different learning activities, assessment methods and their outcome analysis in this paper. Read More Read Less

Abstract Independent Component Analysis is a useful method to find some internal key element which play an important role in the development. This paper uses ICA to analyze agriculture insurance to try to find the major factor which has great impact. We take FastICA as analysis tool and designed parameters. According to the experiment results and prior knowledge, some key elements are picked up... Independent Component Analysis is a useful method to find some internal key element which play an important role in the development. This paper uses ICA to analyze agriculture insurance to try to find the major factor which has great impact. We take FastICA as analysis tool and designed parameters. According to the experiment results and prior knowledge, some key elements are picked up from the independent components. Then, further discussion is made to quest how the elements work. Finally, this paper gives some recommendations for benign development of agriculture insurance. Read More Read Less