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As a fresher in machine learning, you can start with roles like Data Analyst or Junior Machine Learning Engineer. These jobs will allow you to work with data and assist in developing models. You can also look for Internships where you can learn on the job and get hands-on experience. These entry-level roles are a great way to start your career and gain valuable skills in the field of machine learning. Working on small datasets in Kaggle refines your analytical skills. Posting about internship experiences on a blog draws recruiter interest. Participating in study groups in Chandigarh encourages peer learning. Regularly practicing ML algorithms with online courses provides regular skill development.