5. How long does it usually take to become job-ready in data science?

5–6 months with consistent study (6–8 hrs/week).

Typical learning path:

• Month 1–2: Python + SQL basics.
• Month 2–3: Visualization + simple stats.
• Month 3–4: Small projects + data cleaning.
• Month 4–5: Intro to machine learning.
• Month 5–6: Capstone project + portfolio.

Leads to roles like Data Analyst or Junior Data Scientist.

Faster than traditional degrees; flexible, self-paced.