Calculus for Machine Learning and Data Science

Intermediate Level
1 week at 10 hours a week
Flexible Schedule

Luis Serrano

What You’ll 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’ll Gain

Machine Learning Python Programming Numerical Analysis Artificial Neural Networks Regression Analysis Mathematical Modeling Applied Mathematics Deep Learning Calculus Derivatives

Shareable Certificate

Earn a shareable certificate to add to your LinkedIn profile.

Develop Your Specialized Knowledge

Learn new concepts from industry experts

Gain a foundational understanding of a subject or tool

Develop job-relevant skills with hands-on projects

Earn a shareable career certificate

There are 3 modules in this course

After completing this course, you will be able to: