Calculus for Machine Learning and Data Science
Completed by OMAR AHMED EIDHAH ALTHOBAITI OMAR AHMED EIDHAH ALTHOBAITI
October 6, 2023
26 hours (approximately)
OMAR AHMED EIDHAH ALTHOBAITI OMAR AHMED EIDHAH ALTHOBAITI'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
