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University Projects

nlp_project

Chatbot trained on Microsoft Frames dataset, and deployed on telegram. Pretty bad

nlp_project2

  • Task 1: Two NLP tasks: Document Classification and Entity Recognition. Using the US Mining Safety Logs data set
  • Task 2: Multiclass Document Classification using the ACTIVITY_CD labels as classes, and continue to use NARRATIVE as the documents.

various_r_projects

Some R assignments, worksheets aren't included.

synonym_finder

Python code for finding synonyms in a corpus of text

  1. It reads in the corpus file, which is a list of sentences.
  2. It reads in the common words file, which is a list of stopwords.
  3. It reads in the test sets file, which is a series of target words to find synonyms for
  4. Output the target word in test file, and its synonym

mean_unit_marks

This code allows the user to input the name of two files, one containing the units of study and the other containing marks for students. It then takes the data from these files and normalises the marks, and then produces an average mark for each student.

sql_project

The code above joins all the tables together by matching:

  • The customer's phone number with the order's phone number.
  • The customer's address ID with the address ID.
  • Some other stuff, been too long to remember.

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Various projects from my time in university

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