Calculus for Machine Learning and Data Science
Completed by Md. Shahriar Tasjid
November 29, 2023
26 hours (approximately)
Md. Shahriar Tasjid'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: Derivatives
- Category: Artificial Neural Networks
- Category: Model Optimization
- Category: Mathematical Modeling
- Category: Machine Learning Methods
- Category: Numerical Analysis
- Category: Python Programming
- Category: Applied Machine Learning
- Category: Applied Mathematics
- Category: Computer Programming
- Category: Data Visualization
