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Back to Calculus for Machine Learning and Data Science

Learner Reviews & Feedback for Calculus for Machine Learning and Data Science by DeepLearning.AI

4.8
stars
838 ratings

About the Course

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, you鈥檒l 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: 鈥� Analytically optimize different types of functions commonly used in machine learning using properties of derivatives and gradients 鈥� Approximately optimize different types of functions commonly used in machine learning using first-order (gradient descent) and second-order (Newton鈥檚 method) iterative methods 鈥� Visually interpret differentiation of different types of functions commonly used in machine learning 鈥� Perform gradient descent in neural networks with different activation and cost functions Many machine learning engineers and data scientists need help with mathematics, and even experienced practitioners can feel held back by a lack of math skills. This Specialization uses innovative pedagogy in mathematics to help you learn quickly and intuitively, with courses that use easy-to-follow visualizations to help you see how the math behind machine learning actually works.聽 We recommend you have a high school level of mathematics (functions, basic algebra) and familiarity with programming (data structures, loops, functions, conditional statements, debugging). Assignments and labs are written in Python but the course introduces all the machine learning libraries you鈥檒l use....

Top reviews

AA

Sep 16, 2024

this course is perfect and its also a necessary step in learning machine learning it helped me learn how calculus affects on optimization and how I can implement them using python

MS

Aug 30, 2023

very good courses. The material is quite deep and difficult, but can be conveyed so that it is easy to understand. The lab is also very helpful to better understand the concept

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101 - 125 of 176 Reviews for Calculus for Machine Learning and Data Science

By Fasal A H I

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Sep 30, 2023

i like this course kinda easy for me

By Abdullah M

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Feb 29, 2024

Well rounded course. Truly engaging

By Paul N

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Feb 24, 2025

Great course, really interesting

By Lawrence L

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Mar 13, 2024

Very nice learning material.

By amir h r

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May 7, 2023

arduous but sweet.

thanks

By Marc D

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Jul 11, 2024

cool, cooler, coolest!

By Abdul W K

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Dec 14, 2023

such an amazing course

By ZinPwint H

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Oct 2, 2023

I learnt a lot, Thanks

By Francesco M

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Jun 30, 2023

Clear and interesting.

By T脿i N T

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Apr 14, 2024

Best math course ever

By Oluwadara O

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Mar 23, 2024

I loved the course!!!

By Stephen C

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Dec 28, 2023

10/10. Luis is great.

By Dawood S

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Jul 24, 2023

Very Amazing course

By Sheron K

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Sep 20, 2023

Excellent material

By Phan T D

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Feb 15, 2025

Very good course.

By Asaad N I M

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Aug 27, 2023

very good course

By Deepali B

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Apr 28, 2023

Excellent!!!!!!

By Ho脿i 膼

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Apr 8, 2023

great course!!!

By Nguy峄卬 M H

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Feb 5, 2024

Greate Courses

By Varun M

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May 27, 2023

Amazing Course

By Orhan S

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Jul 3, 2023

Great course!

By Kristaps F

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Feb 23, 2024

Very useful

By Sabeur M

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Jan 15, 2024

Great cours

By MARC F

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Apr 19, 2023

So awesome!

By Its M

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Nov 30, 2024

Excellent.