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Learner Reviews & Feedback for Introduction to Machine Learning by Duke University

4.7
stars
3,575 ratings

About the Course

This course will provide you a foundational understanding of machine learning models (logistic regression, multilayer perceptrons, convolutional neural networks, natural language processing, etc.) as well as demonstrate how these models can solve complex problems in a variety of industries, from medical diagnostics to image recognition to text prediction. In addition, we have designed practice exercises that will give you hands-on experience implementing these data science models on data sets. These practice exercises will teach you how to implement machine learning algorithms with PyTorch, open source libraries used by leading tech companies in the machine learning field (e.g., Google, NVIDIA, CocaCola, eBay, Snapchat, Uber and many more)....

Top reviews

AA

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A very nice introduction to machine learning. Before this course I always used to think that machine learning is beyond me, but after this I am more confident in machine learning.

AM

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Its really a helpful course to my career. I got to learn various things about machine learning from this course all thanks to Coursera. A valuable course for every machine learning aspirant.

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676 - 700 of 825 Reviews for Introduction to Machine Learning

By Franco B

Aug 22, 2019

Course provides the fundamental of machine learning techniques, representing the state of the art of image and text processing; some more examples could help in enforce the meaning and intermediate results in applying

By Mark R

Aug 18, 2023

Great fundamentals course! I wish the notebooks were updated according to recent approaches (ie. Tensorflow 2.x, etc). Other than that I'd recommend this course for anyone wanting to have a basic understanding of ML.

By Felipe L

Jun 7, 2021

I really like the course, I would like if yo can expleine a bit more about initialization funtion and how the learning process is done. I found the labs a bit long so I would suggest to split them between the modul

By Akash K

May 30, 2020

Great course for the comprehensive understanding of Machine Learning and consequently various new models like Deep Learning and CNN. This is highly recommended to have a good start in the field of Machine Learning.

By Bill D

May 31, 2021

Good introduction and presentation to a complicated subject. The instructors take their time to walk through the material at a good pace with good interaction with the slides that help with understanding.

By Dibyanchal S

Apr 20, 2021

I learned all the components of machine learning from basics to advance in a brief and lucid manner. I learned all the necessary terms and gained practical understanding. Thanks for this wonderful course.

By Gustavo S

May 6, 2021

The exercises are too much toy for people who already have certain knowledge of machine learning and are not feed forward for students that has no experience solving machine learning problems.

By Amisha M

Apr 28, 2021

Its really a helpful course to my career. I got to learn various things about machine learning from this course all thanks to Coursera. A valuable course for every machine learning aspirant.

By Akhlaq A

Apr 27, 2021

A very nice introduction to machine learning. Before this course I always used to think that machine learning is beyond me, but after this I am more confident in machine learning.

By Mikaela S L R

Jun 11, 2021

Se me dificultó mucho hacer el práctico al punto que sólo lo hice para las primeras dos semanas. Tengo instalado Anaconda y pretendía hacer el práctico en Spyder pero no pude.

By Tuan N

Apr 25, 2021

A nice introduction to the concepts of machine learning. However, the material between weeks lack coherence (some topics between week 2 and week 3 are a bit repetitive).

By ALVARO C M D

May 15, 2021

It's a great course and helps a lot to understand the concepts behind neural networks. I think it could be improved with more analogies to make the learning easier.

By Sayantani D

Aug 30, 2021

This course is really a great choice for intermediate machine learning but not recommended for the beginners. Overall the course and the contents are quite good.

By FERRANTE G

Dec 5, 2022

Good course, however I found the first part a bit confusing and the pictures could be improved and increased in number to make the topic easier to understand.

By CAIZALUISA C H R

Oct 10, 2021

Es necesario tener conocimientos matemático muy avanzados y se necesita más prácticas, adicionalmente se debe tomar en cuenta que no todos somos programadores

By Daniel M d S

Jun 2, 2021

O curso é muito bom e concede uma excelente base teórica, porém não tem prática, as vezes chega a ser repetitivo e definitivamente não é para iniciantes.

By K J

Jul 1, 2021

it was a really wonderful experience and i am very thankful for coursera in learning about machine learning in a neat manner and in a very quick time...

By Deepak M

Aug 23, 2022

Its a shame there isnt model answers for the labs as they would be of great help and guidance when stuck, especially since the labs are optional.

By Luca C

Jun 6, 2021

Sometimes it's too repetitive for the basic concepts and too faster on the more advanced concepts. Anyway, the course is really interesting.

By Vishal G

Jun 11, 2020

Nice experience to this course to get introduced about machine learning. It really help to those who want to start his career in this field.

By Shubhi A

Sep 12, 2021

The focus of the course is mostly on deep learning, NLP. Having some prior exposure might help in a better understanding of the concepts.

By E. L

May 28, 2020

The course is very well presented and structured. I think it could be better if it has more examples in tensorflow (specially in week 4).

By MAHA Z K

Sep 20, 2020

The course was very engaging, i learned a lot from scratch, and i like the quizzes in between the lectures. Helped me stay on track

By Dhawa S D

Aug 23, 2020

This was the exact course I was looking for last six months. I would like to thanks all the instructors for this amazing course.

By Pablo Q

May 26, 2021

I really liked the course although I have little knowledge of Python. I think there should be more info about that part.

Thanks.