Calculus for Machine Learning and Data Science
Completed by Muhammad Usman Ashraf
October 15, 2023
26 hours (approximately)
Muhammad Usman Ashraf'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: Calculus
- Category: Applied Mathematics
- Category: Artificial Neural Networks
- Category: Machine Learning
- Category: Mathematical Modeling
- Category: Numerical Analysis
- Category: Deep Learning
- Category: Data Visualization
- Category: Model Optimization
- Category: Derivatives
- Category: Applied Machine Learning
- Category: Machine Learning Methods
