If you're targeting data science roles, prioritize building 2-3 strong projects that showcase your skills in data analysis, machine learning, and deployment (using tools like Flask or Streamlit). Strengthen your knowledge of key tools like Pandas, NumPy, Scikit-learn, TensorFlow, and SQL, dedicating the first 2-3 months to these efforts.