Natural Language Processing

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  1. Job Recommendation System

    Question 1 of 1

    • Write a Python code that takes input of user's CV and recommends job category. 1. Load job_description.txt into Pandas DataFrame. 2. Assign title and description as two series. 3. Use TfidfVectorizer to convert text data into numerical vectors. 4. Ask user for resume and transform into vector using the fitted vectorizer. 5. Calculate cosine similarity between user CV and each job description. 6. Recommend the job category with highest similarity score.