In AP Board Class 12 Physics, some chapters such as Electromagnetic Induction and Alternating Currents, Electromagnetic Waves, and Optics are typically considered more challenging and are tested heavily in exams. However, it's important for students to study all chapters thoroughly to have a comprehensive understanding of the subject.