Login Sign Up

Calculus for Machine Learning and Data Science

DeepLearning.AI via Coursera

Coursera based on 841 ratings

Share

0

Overview

Newly updated for 2024! Mathematics for Machine Learning and Data Science is a foundational online program created by DeepLearning.AI and taught by Luis Serrano. In machine learning, you apply math concepts through programming. And so, in this specialization, youll apply the math concepts you learn using Python programming in hands-on lab exercises. As a learner in this program, you'll need basic to intermediate Python programming skills to be successful. After completing this course, learners will be able to: Analytically...

Syllabus

  • Week 1 - Derivatives and Optimization
    • After completing this course, you will be able to:
  • Week 2 - Gradients and Gradient Descent
  • Week 3 - Optimization in Neural Networks and Newton's Method
Calculus for Machine Learning and Data Science
Go to Class

DeepLearning.AI via Coursera

2 hours 59 minutes

Paid Certificate Available

English

On-Demand

Intermediate

Instructor

Luis Serrano

Reviews

No reviews yet. Be the first to review!