Calculus for Machine Learning and Data Science
Completed by Ismail Mahmoud El-Toukhy
March 11, 2023
26 hours (approximately)
Ismail Mahmoud El-Toukhy'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: Numerical Analysis
- Category: Applied Mathematics
- Category: Computer Programming
- Category: Python Programming
- Category: Deep Learning
- Category: Applied Machine Learning
- Category: Calculus
- Category: Machine Learning Methods
- Category: Derivatives
- Category: Mathematical Modeling
- Category: Artificial Neural Networks
- Category: Model Optimization
