Back to course

Lesson 5: Data Science & Analysis Roadmap

The Ultimate Roadmap to All IT Specialties

Making Sense of Data

Step 1: Mathematics & Stats

  • Statistics, Probability, and Linear Algebra.

Step 2: Programming

  • Python: The king of Data Science.
  • Libraries: Pandas, NumPy, Matplotlib.
  • SQL: Essential for querying data.

Step 3: Data Visualization

  • Tools like Tableau or Power BI.

Step 4: Machine Learning Intro

  • Scikit-Learn basics.
  • Supervised vs Unsupervised learning.