Machine Learning I
Basic Info
Course Name: Machine Learning I
Students: 1st & 2nd Year College Students
Class Size: 80-100 students
Location: A public university in Beijing
Start Date: TBD
Teaching Period: No less than 8 Weeks (Offline in Beijing)
Contract: One Semester
Course Description
The course consists of applied training in foundational topics for supervised learning such as Linear Regression, Nearest Neighbors and Neural Networks. It first builds a sound understanding of data preparation, exploration and reduction methods. It covers both prediction as well as classification processes. The emphasis is on understanding the application of a wide range of modern machine learning techniques to specific decision- making situations across business domains, rather than on mastering the mathematical and computational foundations of the techniques. The R programming language will be used for instruction.
Job Highlights
1. Visa application fee reimbursement
2. Free round trip air tickets
3. Free accommodation
4. Medical & Accidental Insurance
Job Responsibilities
1. Make a curriculum plan according to the requirements of the university, prepare lesson plans carefully, teach flexibly, and accomplish teaching tasks and goals efficiently;
2. Submit teaching documents regularly according to university's requirements based on the teaching progress, including course notes, slides, classroom exercises, and homework;
3. According to the university’s exam regulations, submit exam papers on time and assist the university in completing invigilation, grading, timely complete student grade registration and feedback reports.
Job Requirements
1. Candidate must willing come to China to teach the course in person;
2. Language requirements: English (USA/UK/Canada/Australia/New Zealand is preferred)
3. Master's degree or above is required for undergraduate instruction;
4. Patient and enthusiastic for teaching with high sense of responsibility;
5. More than 3 years’ teaching or training experience is preferred;
6. Understanding American higher education system, test methods and requirements.
Location
Beijing, the capital of China, is located in the northern part of the country, approximately 120 kilometers from the Bohai Sea. It serves as the nation's political, cultural, and educational center, with excellent transport links to other major cities like Shanghai (4.5 hours by high-speed rail) and Xi'an. Its strategic position makes it a gateway to exploring northern China's rich history and natural landscapes.
City Profile
As one of the world's most influential cities, Beijing seamlessly blends ancient heritage with modernity. It is home to over 20 million people, top-tier universities (Peking University, Tsinghua University), and multinational corporations. The city's unique mix of imperial history and cutting-edge innovation creates a dynamic environment for work and study.
Cultural Scene
Beyond famous landmarks, Beijing offers vibrant cultural experiences: traditional tea houses in Houhai, contemporary art galleries in 798 District, and weekly language exchange meetups. The National Center for the Performing Arts hosts world-class concerts and operas year-round. Many museums offer free admission on the first Sunday of each month.
Must-See Attractions
Prioritize the Forbidden City (book tickets online in advance), the Great Wall at Mutianyu (less crowded than Badaling), and the Summer Palace. For authentic local experiences, explore the hutongs (ancient alleyways) around Nanluoguxiang or attend a kung fu show at Red Theatre. The Temple of Heaven Park is perfect for morning tai chi observation.
Culinary Specialties
Start with Peking duck (try Da Dong or Siji Minfu), then explore local snacks at Wangfujing Night Market. Don't miss jiaozi (dumplings) at Baoyuan or Mongolian hotpot at Haidilao. For adventurous eaters, Beijing offers unique delicacies like zhajiangmian (noodles with fermented bean sauce) and douzhi (fermented mung bean drink). Many restaurants now have picture menus or English-speaking staff.