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Voltar para Structuring Machine Learning Projects

Comentários e feedback de alunos de Structuring Machine Learning Projects da instituição

48,887 classificações

Sobre o curso

In the third course of the Deep Learning Specialization, you will learn how to build a successful machine learning project and get to practice decision-making as a machine learning project leader. By the end, you will be able to diagnose errors in a machine learning system; prioritize strategies for reducing errors; understand complex ML settings, such as mismatched training/test sets, and comparing to and/or surpassing human-level performance; and apply end-to-end learning, transfer learning, and multi-task learning. This is also a standalone course for learners who have basic machine learning knowledge. This course draws on Andrew Ng’s experience building and shipping many deep learning products. If you aspire to become a technical leader who can set the direction for an AI team, this course provides the "industry experience" that you might otherwise get only after years of ML work experience. The Deep Learning Specialization is our foundational program that will help you understand the capabilities, challenges, and consequences of deep learning and prepare you to participate in the development of leading-edge AI technology. It provides a pathway for you to gain the knowledge and skills to apply machine learning to your work, level up your technical career, and take the definitive step in the world of AI....

Melhores avaliações


1 de dez de 2020

I learned so many things in this module. I learned that how to do error analysis and different kind of the learning techniques. Thanks Professor Andrew Ng to provide such a valuable and updated stuff.


30 de mar de 2020

It is very nice to have a very experienced deep learning practitioner showing you the "magic" of making DNN works. That is usually passed from Professor to graduate student, but is available here now.

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2301 — 2325 de 5,576 Avaliações para o Structuring Machine Learning Projects

por Murad O

9 de nov de 2017

No coding but a great run over the many basic but important concepts.

por Max R

4 de nov de 2017

Great course - unfortunately no programming exercises in this course.

por Anil H

14 de set de 2017

Great insights and solutions to solve real world deep learning issues

por Qin W

10 de set de 2017

Thank you Andrew and you give me more sense of building a ML project.

por Ahmed M

13 de out de 2021

very good and focusing on some concepts that may take years to learn

por Pratik M

16 de ago de 2020

This course taught me how to tackle the problems in machine learning

por Tanay A

2 de jul de 2020

This course is by far one of the most valuable lessons I've ever had

por Yevhen D

27 de jun de 2020

Nice course. Really useful practical knowledge. Thank you, Andrew Ng

por Muhammad A

16 de mar de 2020

The most interesting of all. Practice questions are very insightful.

por Han G

11 de dez de 2019

Excersise is quite good and efficient to apply all knowledge learned

por Julian O G

13 de jul de 2019

Conocimiento muy útil para estructurar proyectos de machine learning

por wadigzon D

13 de dez de 2018

excellent overview of best practices when organizing your ML project

por Fernando H F

17 de nov de 2018

Great course! Andrew has unique ways to explain complex definitions.

por Leiyang L

15 de ago de 2018


por Devender K

18 de mai de 2018

Practical approach examples are really good for thought formulation.

por xuchenyu

23 de nov de 2017

Not easy to master completely, it needs more thinking and reviewing!

por 肖大维

10 de nov de 2017

this course is a little harder than previous , but it really help me

por Wei Z

16 de out de 2017

First of its kind of course for systematically proceed a ML project.

por Abdirahman O

3 de fev de 2023

A great course for practical guidelines on structuring ML projects.

por Nieb H N

30 de nov de 2020

Short but a powerful tool to improve the grasp on Machine learning.

por Sarpkan O

13 de nov de 2020

I found the "Flight Simulator" type quizzes so useful and effective

por Swati J

14 de out de 2020

This course gives great insight about data analysis for ML projects

por Filipe M

11 de jul de 2020

Very good, just as the two previous courses of this specialization.

por Seraph N

10 de jul de 2020

great content, and the quiz design is quite useful and challenging.

por José A C C

2 de jul de 2020

Great insights for implementation of real machine learning projects