Python is a key language for fresher data scientists, with libraries like Pandas, NumPy, and Matplotlib being important to focus on.Maths, stats, and SQL are necessary skills for a fresher in data science.Creating projects and showcasing them on GitHub or Kaggle is a great way to demonstrate practical skills.Avoid putting fake experience or useless certifications on your resume and focus on relevant job applications.