Calculus for Machine Learning and Data Science
Completed by Turki Hamad Alghamdi
November 15, 2025
26 hours (approximately)
Turki Hamad Alghamdi's account is verified. Coursera certifies their successful completion of Calculus for Machine Learning and Data Science
What you will learn
Analytically optimize different types of functions commonly used in machine learning using properties of derivatives and gradients
Approximately optimize different types of functions commonly used in machine learning
Visually interpret differentiation of different types of functions commonly used in machine learning
Perform gradient descent in neural networks with different activation and cost functions
Skills you will gain
- Category: Machine Learning Methods
- Category: Machine Learning
- Category: Computer Programming
- Category: Numerical Analysis
- Category: Model Optimization
- Category: Python Programming
- Category: Applied Mathematics
- Category: Applied Machine Learning
- Category: Artificial Neural Networks
- Category: Deep Learning
- Category: Machine Learning Software
- Category: Calculus
