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One of the best ways to showcase your skills as a fresher is by creating a portfolio. This could include personal projects, Kaggle competitions, or open-source contributions. A well-documented portfolio will allow you to demonstrate your problem-solving abilities, coding proficiency, and understanding of machine learning concepts. Get Machine learning training in Chandigarh for a great kickstart towards your career! Writing about your project learnings on Medium sets you up as an expert. Sharing your work at local tech meetups increases confidence and trustworthiness. Working on open-source projects with your peers develops team skills. Keeping your portfolio fresh and updated with fresh projects makes it interesting and desirable to employers.