The Sec 1 G3 Mathematics curriculum in Singapore, under the MOE, is crucial for students transitioning to secondary education, focusing on advanced concepts in Number and Algebra, Geometry and Measurement, and Statistics and Probability. BukitTimahTutor.com emphasizes understanding through first principles, fostering problem-solving skills and real-world applications to prepare students for exams.