The 2026 Data Science Starter Kit: What to Learn First (And What to Ignore)

📰 KDnuggets

New data science professionals can focus on key Python, SQL, and machine learning skills to get started

beginner Published 12 Mar 2026

Action Steps

Learn the basics of Python programming
Familiarize yourself with SQL and data querying
Understand the fundamentals of machine learning and its applications
Focus on key libraries and frameworks such as Pandas, NumPy, and scikit-learn

Who Needs to Know This

Junior data scientists and analysts can benefit from this starter kit to quickly get up to speed and contribute to their teams, while senior professionals can use it to guide their training and mentorship efforts

Key Insight

💡 Focus on essential skills and ignore the noise to quickly get started with data science