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ML-Pupils

Title: Internship Opportunity Recommendor and Skill Planner

Description: The Internship Opportunity Recommendor and Skill Planner is a comprehensive web-based platform designed to assist students in identifying the most suitable internship opportunities based on their skills and preferences while also guiding them through skill acquisition with a personalized learning plan. Leveraging machine learning (ML) algorithms, the system analyzes various factors including student interests, industry trends, and internship requirements to provide tailored recommendations.

Key Features:

  1. Profile Creation: Students begin by creating a profile on the platform, inputting their educational background, skills, interests, and career goals. This information serves as the basis for personalized recommendations.

  2. Internship Opportunity Recommendation: The ML model has been trained on data from various sources such as job postings, industry reports, and student feedback. By correlating this data with student profiles, it predicts internship opportunities that align with their skills and career aspirations.

  3. Skill Gap Analysis: Upon receiving internship recommendations, the system conducts a thorough analysis of the skills required for each opportunity and compares them against the student's existing skill set. It identifies any gaps and areas for improvement.

  4. Personalized Learning Plan: Based on the identified skill gaps, the platform generates a customized learning plan for each student. This plan outlines the specific skills they need to acquire and suggests relevant online courses, tutorials, and resources.

  5. Progress Tracking: Students can track their progress as they work through their learning plans. The platform monitors their completion of courses, projects, and other activities, providing feedback and recommendations along the way.

Benefits:

  • Personalized Recommendations: Students receive internship opportunities tailored to their individual skills, interests, and career goals, increasing their chances of securing relevant and fulfilling experiences.
  • Efficient Skill Development: The platform streamlines the process of skill acquisition by providing targeted learning plans and resources, enabling students to acquire in-demand skills efficiently.
  • Career Advancement: By gaining access to high-quality internship opportunities and acquiring relevant skills, students enhance their competitiveness in the job market and accelerate their career growth.

Overall, the Internship Opportunity Predictor and Skill Planner empowers students to make informed decisions about their career paths, maximize their internship experiences, and achieve their professional aspirations.

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Project of team ML-Pupils for III-4.0 (IIITA)

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  • Jupyter Notebook 46.5%
  • Python 30.6%
  • CSS 12.3%
  • HTML 9.0%
  • JavaScript 1.6%