Machine Learning, Calculus, Linear Algebra, Data Science, Deep Learning.
the gradient: subtracting gradient where α is the learning rate. Let’s implement this in Python: import sympy as sp x = sp.symbols('x') f = x**3 - 3*x**2 + 2*x + 1 derivative = sp.diff(f, x) # Gradient Descent alpha = 0.1 x_val = 2 # Initial value of x iterations = 10 for _ in range(iterations):