You are tasked with fine-tuning a pre-trained model to categorize incoming emails related to higher studies abroad into predefined categories. Each email needs to be accurately tagged with the appropriate category. Below are the predefined categories along with their descriptions:

Categories:
1. New Intakes and Updates: Information about new student intake periods, including any changes or important notices related to enrollment.
2. New Programs Announcement: Announcements about the launch of new educational programs or courses being offered.
3. Application Deadlines: Critical dates by which applications for programs or courses must be submitted.
4. Tuition Costs: Information regarding the financial requirement for enrollment in programs, including any changes or updates to tuition fees.
5. Application Fees and Updates: Details about fees required for processing applications, including any changes or relevant updates.
6. Newly Partnered Institutions: Information about new partnerships with educational institutions, expanding the offerings or benefits available to students.
7. Discontinued Programs: Notifications about programs that are no longer offered or being phased out.
8. Recruitment Territory Details: Information about specific geographic areas targeted for student recruitment.
9. Non-Contract, Indirect Partner/Outbound Agent Details: Details about partnerships or agents that assist with student recruitment without direct contracts.
10. Institutional Changes: Notices about significant changes within the institution, such as policy updates, leadership changes, or structural adjustments.
11. New Campus Announcement: Announcements about the opening of new campuses or major facilities, expanding the institution's physical presence.
12. Scholarship Details: Information about scholarships available to students, including eligibility, application processes, and deadlines.
13. Admission/Entry Requirements: Details about the criteria and requirements for admission into programs or courses.
14. English Language Requirements: Specific requirements regarding English language proficiency for non-native speakers.
15. Deposit Deadlines: Deadlines for submitting deposits or initial payments required for program enrollment.
16. Intake Deadlines: Specific deadlines related to the intake process, potentially including document submission or orientation attendance.
17. Tuition Fees Deadlines: Deadlines by which tuition fees must be paid to avoid penalties or enrollment issues.
18. Promotional Mails: Emails aimed at promoting the institution, its programs, or specific events to prospective or current students.
19. General Mails: Broad communications that cover a variety of topics not necessarily specific to any single category above.
20. Contract and Partner Mails: Communications related to formal agreements, partnerships, or collaborations with other institutions or entities.
21. English Language Waivers: Information about conditions under which English language proficiency requirements may be waived for certain students.
22. Fees Waivers: Details about circumstances or criteria that allow for the waiver of certain fees, potentially including application or tuition fees.

Instructions:
1. Read the content of the below email carefully.
2. Determine the most appropriate category from the predefined list based on the content of the email.
3. Tag the email with the selected category.
4. If the email doesn't fit into any of the predefined categories, tag it as "Uncategorized".

Please ensure accuracy and consistency in categorizing the emails. Your goal is to train the model to accurately classify emails into the predefined categories.
\nSender:<PRESIDIO_ANONYMIZED_EMAIL_ADDRESS>\nRecipient:<PRESIDIO_ANONYMIZED_EMAIL_ADDRESS>\nTimestampJan 11, 2024, 9:23 PM\nEmail Subject:Fwd: University of Portsmouth Further News: New Nursing and Radiography Courses and Reduced Entry Requirements\nEmail BodyHi Everyone,

News:  New Nursing and Radiography Courses and Reduced Entry Requirements

Ruth here from the University of Portsmouth. I hope you are all keeping well. Apologies for the blanket email, however, in addition to the email you received from my Director, Janie Kinglsey, on Tuesday regarding revised tuition fees and scholarships, I have some further news to share with you.

Please share the following information with your colleagues and current and future students:

1) Nursing and Radiography Courses Open to International Students
The Nursing Midwifery Council (NMC) is the professional statutory regulatory body (PSRB) for nursing in the UK. We have received news that the following nursing courses are now open to international applications:


- BN (Hons) Nursing (Adult) (3 year full time course) - First available intake October 24

- MN Adult Nursing (2 year full time accelerated route) - First available intake October 24

- MN Mental Health Nursing (2 year full time accelerated route) - First available intake October 24


The Health and Care Professions Council (HCPC) is the professional statutory regulatory body (PSRB) for diagnostic radiography in the UK . The course that is now open to international applications is: 


- BSc (Hons) Diagnostic Radiography and Medical Imaging (3 year full time course) - First available intake October 24


The number of clinical placements in the NHS, Community and Private settings are limited and influence the number of students we have on the programmes. As such the number of places available to international students on the courses are limited. This to ensure we do not exceed the placement capacity we have for all our students. 


Students can apply through our website. An application is usually screened by course teams within 2 weeks of submission, however, holiday periods may extend this time. 


If an applicant is successful they will be given a choice of dates for interviews.


2) Masters/Postgraduate Reduced Entry Requirements
- We have reduced the following Masters courses from a 2:1 entry to a 2:2 entry:
MSc Strategic Procurement, Part Time
MSc Strategic Procurement, Full Time
MA Fashion Marketing, Part Time
MA Fashion Marketing, Full Time
MA Fashion and Textiles, Part Time
MA Fashion and Textiles, Full Time
MA Graphic Design, Part Time
MA Graphic Design, Full Time
MA Illustration, Part Time
MA Illustration, Full Time
MA Photography, Part Time
MA Photography, Full Time
MA Creative Technologies, Part Time
MA Creative Technologies, Full Time
MSc Creative Technologies, Part Time
MSc Creative Technologies, Full Time
MSc Digital Media, Part Time
MSc Digital Media, Full Time
MRes Creative Industries, Full Time
MRes Creative Industries, Part Time
MA Creative Writing, Part Time
MA Creative Writing, Full Time
MA Film and Television Production, Full Time
MA Film and Television Production, Part Time
MA Journalism (Distance Learning), Full Time
MA Journalism (Distance Learning), Part Time
MA Media and Communication, Full Time
MA Media and Communication, Part Time
MSc Applied Aquatic Biology, Full Time
MSc Applied Aquatic Biology, Part Time
MSc Biotechnology, Part Time
MSc Biotechnology, Full Time
MRes Science and Health, Full Time
MRes Science and Health, Part Time
MSc Medical Biotechnology, Full Time
MSc Medical Biotechnology, Part Time
MSc Clinical Exercise Science, Full Time
MSc Clinical Exercise Science, Part Time
MSc Sports Performance, Full Time
MSc Sports Performance, Part Time
MSc Strength, Conditioning and Rehabilitation, Full Time
MSc Strength, Conditioning and Rehabilitation, Part Time

- The following courses also have been reduced to a 2:2 entry, however they do still require the student to provide a portfolio and attend an interview:
MA Architecture, Full Time
MA Architecture, Part Time
MArch Architecture, Part Time
MArch Architecture, Full Time
MArch Architecture and Professional Practice (Degree Apprenticeship), Part Time
MA Interior Architecture and Design, Full Time
MA Interior Architecture and Design, Part Time

I hope that this is good news to hear! If you have any questions, please let me know.

Looking forward to the year ahead.

With best wishes,

Ruth\n\nEnd of the Email Body