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List of top Engineering Mathematics Questions asked in GATE Data Science and Artificial Intelligence

Given the equation: $$ 3^{x^2} = 27 \times 9^x $$ Find the value of: $$ \frac{2^{x^2}}{(2^x)^2} $$
  • GATE DA - 2025
  • GATE DA
  • Engineering Mathematics
  • Algebra

Consider designing a linear binary classifier \( f(x) = \text{sign}(w^T x + b), x \in \mathbb{R}^2 \) on the following training data: 



Class-2: \( \left\{ \left( \begin{array}{c} 0 \\ 0 \end{array} \right) \right\} \) 

Hard-margin support vector machine (SVM) formulation is solved to obtain \( w \) and \( b \). Which of the following options is/are correct?

  • GATE DA - 2025
  • GATE DA
  • Engineering Mathematics
  • Vector identities