Road to Data Science as a fresher

  Here's a mind map outlining the fundamentals of mathematics in data science Fundamentals of Mathematics in Data Science ──────────── │ Math Basics │ ──────────── │ ┌──────────────┴──────────────┐ Statistics Linear Algebra │ │ ┌──────────┴──────────┐ ┌─────────┴─────────┐ Descriptive Statistics │ Matrix Opera t ions │ │ │ │ │ │ Mean, Median, Mode │ Eigenvalues, Eigenvectors Variance, Standard │ Determinants, Inverses Deviation │ Matrix Multiplication │ Matrix Transposition │ Dot Products ┌──────────────┴──────────────┐ Calculus Probability ┌──────...