Calculus for Machine Learning and Data Science
Completed by Rayana Bander Aljuaid
October 28, 2023
26 hours (approximately)
Rayana Bander Aljuaid'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: Python Programming
- Category: Artificial Neural Networks
- Category: Model Optimization
- Category: Data Visualization
- Category: Mathematical Modeling
- Category: Deep Learning
- Category: Applied Mathematics
- Category: Calculus
- Category: Applied Machine Learning
- Category: Numerical Analysis
- Category: Computer Programming
