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學生對 deeplearning.ai 提供的 AI for Medical Diagnosis 的評價和反饋

4.7
1,721 個評分

課程概述

AI is transforming the practice of medicine. It’s helping doctors diagnose patients more accurately, make predictions about patients’ future health, and recommend better treatments. As an AI practitioner, you have the opportunity to join in this transformation of modern medicine. If you're already familiar with some of the math and coding behind AI algorithms, and are eager to develop your skills further to tackle challenges in the healthcare industry, then this specialization is for you. No prior medical expertise is required! This program will give you practical experience in applying cutting-edge machine learning techniques to concrete problems in modern medicine: - In Course 1, you will create convolutional neural network image classification and segmentation models to make diagnoses of lung and brain disorders. - In Course 2, you will build risk models and survival estimators for heart disease using statistical methods and a random forest predictor to determine patient prognosis. - In Course 3, you will build a treatment effect predictor, apply model interpretation techniques and use natural language processing to extract information from radiology reports. These courses go beyond the foundations of deep learning to give you insight into the nuances of applying AI to medical use cases. As a learner, you will be set up for success in this program if you are already comfortable with some of the math and coding behind AI algorithms. You don't need to be an AI expert, but a working knowledge of deep neural networks, particularly convolutional networks, and proficiency in Python programming at an intermediate level will be essential. If you are relatively new to machine learning or neural networks, we recommend that you first take the Deep Learning Specialization, offered by deeplearning.ai and taught by Andrew Ng. The demand for AI practitioners with the skills and knowledge to tackle the biggest issues in modern medicine is growing exponentially. Join us in this specialization and begin your journey toward building the future of healthcare....

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RK

2020年7月2日

It was a nice course. Though it covers basics. A follow-up advanced specilization can be made. Overall, it's sufficient for beginner for an engineer trying to learn application of AI for medical field

KH

2020年5月26日

Throughout this course, I was able to understand the different medical and deep learning terminology used. Definitely a good course to understand the basic of image classification and segmentation!

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301 - AI for Medical Diagnosis 的 325 個評論(共 370 個)

創建者 Anditya A

2020年5月29日

too hard

too little explanation in the exercises,

definitely not for beginner,

this is an expert class course,

even an experienced student, who's familiar with tensorflow might struggle a bit

創建者 Pooja A

2020年12月12日

A good course with challenging assignments. However, the assignments could have been a little less self explanatory and should have triggered deeper and more individualistic thinking.

創建者 Stephan P C

2020年7月12日

The assignments are extremely simple; mostly just implementing an equation in Python. The rest of the notebooks are basically readings. Maybe give a little more coding practice.

創建者 Ameera A

2020年9月11日

The course is build in a way makes it easy to learn. I liked how the assignments had been built and the way of grading quizzes

I think we need a special course for U Net

創建者 Amadeus S

2022年2月3日

Very in depth course that covers manipulation of multi-dimensional data. A little copy paste but that seems to be the par on Coursera. Very glad I took the course.

創建者 Philip J S

2020年9月13日

Very abstracted and high level course, no "intution" presented compared to Machine Learning of Andrew Ng; Nevertheless, still a great course for AI in Healthcare

創建者 Chakkarapani V

2020年5月25日

This course is a good starter for applications on AI on medicine. I enjoyed. But I felt there can me little more explanations instead of a very short videos.

創建者 Soham T

2020年6月15日

The course content was great and all theoretical concepts were clearly explained but, the instructions in the programming assignments were a bit unclear.

創建者 Nikolaos N T

2021年3月28日

Getting the right code for week3 assignment was really time-consuming - still have not found what was the error giving me the standardize function

創建者 Ravi P B

2020年5月30日

Nice course to learn basics of machine learning as well as get your hands dirty with application of artificial intelligence to medical diagnosis.

創建者 Muhammed A

2020年5月6日

it's good, I expected it to be richer, but I guess there's no much development in that area to teach currently, I hope it will evolve with time

創建者 Галинская Т В

2020年5月10日

There were a lot of problems when I was completing the programming task in week 3. I Think that many points are not sufficiently explained.

創建者 Quoc D N

2021年3月21日

The lectures are great, but the labs could use more practicing/exercises than just reading a notebook already filled with code that works.

創建者 Nada S

2020年6月7日

So nice and complete. May be some programming assignments need to be more clearer or explained, but over all; great course. Thank you.

創建者 Kabakov B

2020年9月8日

It is so much better than courses from NLP specialization. But still too many "translate well-known formulae to python code" tasks.

創建者 Praneet S

2020年5月23日

last assignment of week 3 of this course is quite difficult to understand so I feel few more explanation should be mentioned

創建者 Taiki H

2020年5月13日

More detailed skills like data converion would be desirable, but still good starting point for beginners. Thanks!

創建者 Milan G

2021年5月25日

Learned a lot from the course, especially the assignments that helped to translate knowledge into action.

創建者 Leon C

2020年5月16日

Very interesting theory. It could be more in-depth, and the notebooks with autograder contain some bugs.

創建者 Aldemár F V

2020年10月16日

Bueno el curso, los materiales. Por mejorar, que no hay buen seguimiento del avance de los estudiantes.

創建者 Faisal R

2020年5月6日

great course But not For the Pharmacy Student because You have to Know The Code Knowledge

創建者 TheBlue P

2020年7月21日

The last coding exercise is quite lengthy and difficult, and the videos are too short

創建者 MD M R S

2020年5月3日

Liked this course. But some topics were not explained well. Like ROC curve

創建者 Alex K

2020年12月22日

Great course, I wished some content could have been covered more in depth

創建者 Jay

2020年6月28日

Best course for AI for medical diagnosis please do the pre-requisite.