Calculus for Machine Learning and Data Science
Completed by Quang Minh Phi
October 19, 2023
26 hours (approximately)
Quang Minh Phi'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: Data Visualization
- Category: Model Optimization
- Category: Applied Mathematics
- Category: Calculus
- Category: Machine Learning Methods
- Category: Computer Programming
- Category: Derivatives
- Category: Artificial Neural Networks
- Category: Applied Machine Learning
- Category: Deep Learning
- Category: Machine Learning
- Category: Python Programming
