This report delves into the analysis of learning theories and preferences, focusing on their application in Functional Skills Maths. It examines various theories, including pedagogy, andragogy, behaviorism, cognitivism, constructivism, humanism, Kolb's experiential learning, Honey and Mumford's learning styles, Gardner's multiple intelligences, and Fleming's VARK model. The report explores how these theories can be applied to teaching, learning, and assessment, along with their respective strengths and weaknesses. It also investigates the importance of identifying and accommodating individual learning preferences for inclusive teaching. Furthermore, the report analyzes different curriculum development models such as product, process, praxis, spiral, linear, and thematic approaches. Finally, it assesses theories and models of reflection and evaluation, including Kirkpatrick, Stufflebeam, Moon, Gibbs, Schon, Kolb, and Brookfield, highlighting their strengths and weaknesses in enhancing learning outcomes. The report concludes by emphasizing the significance of these theories in personal and professional development.