Research Guidance Courses (研究指导课)
· Big Data Analysis （大数据分析）
o Appropriate for students of Grades 9-12. (适合9-12年纪学生)。
o Highly recommended for students intended to pursue careers in medical, science, engineering, business and finance, and even social science fields. (强烈建议将来想从事医学，科学，工程，商科，甚至是社会科学等相关职业的学生学习)。
· AI and Machine Learning（人工智能和机器学习）
o Appropriate for students of Grades 9-12. (适合9-12年纪学生)。
o Highly recommended for students intended to pursue careers in medical, science, engineering, business and finance, and even social science fields. (强烈建议将来想从事医学，科学，工程，商科，甚至是社会科学等相关职业的学生学习)。
· Advanced AI and Deep Learning (高级人工智能和深度机器学习）
o Appropriate for students who have finished the above two courses. (适合已经学完上面两门课程的学生)。
o Highly recommended for students intended to pursue careers in computer science, and various engineering fields. (强烈建议将来想从事计算机科学和各种工程类的学生学习)。
· Programming Language 3-in-1 （计算机程序3合1）
o Appropriate for students of Grades 9-12. (适合9-12年纪学生)。
o It mainly covers Python, Java, C++ (主要包括Python, Java, C++)。
o It highly benefits those students who will take AP CSA and AP Research as well. (对那些将来要考AP 计算机科学 A和AP研究课的学生也有很大帮助)。
o Highly recommended for all students given the current AI impact on our daily life. (强烈建议所有学生学习，考虑到如今人工智能对我们人类生活的影响)。
Paper Publication Guidance Course (文章发表指导课程)
The increasing importance of paper publication for students applying to college, particularly for those aiming for top-tier or highly competitive institutions, can be attributed to several reasons: 1. Demonstrates Scholarly Aptitude; 2. Differentiates the Applicant; 3. Shows Advanced Writing and Communication Skills; 4. Exhibits Evidence of Proactivity and Initiative; 5. Prepares for Future Academic Endeavors; 6. Enhances Performance in AP Research and Seminar as well. Because of the multiple benefits, many famous universities have clearly shown the research components in their admission policies (e.g. Yale: https://admissions.yale.edu/supplementary; Columbia: https://undergrad.admissions.columbia.edu/apply/process/supplementary-materials ) . 论文发表对于申请大学的学生来说越来越重要，特别是对于那些想要进入顶级或竞争激烈的院校的学生来说，这可以归因于以下几个原因：1. 展示学术能力； 2. 区分申请人； 3. 表现出先进的写作和沟通技巧； 4. 表现出前瞻性和主动性； 5. 为未来的学术努力做好准备； 6. 提高 AP 研究和研讨会课程的表现。 由于多重好处，许多著名大学都在其招生政策中明确显示了如何提交研究文章 (例如，耶鲁大学: https://admissions.yale.edu/supplementary; 哥伦比亚大学: https://undergrad.admissions.columbia.edu/apply/process/supplementary-materials ) .
· This course is coordinated with any of the above research guidance courses (与上面任一研究指导课程相互关联).
· Appropriate for students of Grades 9-12. The earlier, the better, given the intensive course schedules in later high school, and the relatively long process to develop and publish the academic articles. (适合9-12年纪学生。越早越好,考虑到高中后期学业繁重，以及准备和发表文章的时间较长)。
· All students being guided get their papers published in conference proceedings or journals。 (所有受指导的学生都有文章在会议论文集或杂志上发表。)
· Earn students the opportunities to present their papers at various research conferences primarily aimed at high school students. (为学生们赢取了在各种以高中生为主的研究大会上演讲或展示文章的机会。)
· In the process of conducting research or preparing papers, all students greatly enhance their critical thinking and problem-solving skills, laying a solid foundation for university studies and greatly boosting their confidence. These research project, paper publication, or conference presentation experiences are a very impressive part of the resume. (在做研究或准备文章的过程中，所有的学生都极大的提升了他们的批判性思维和解决问题的能力，为大学学习打下了坚实的基础，极大的提升了自信心。这些研究，文章发表或大会演讲经历是简历上非常耀眼的一部分)。
