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Comentários e feedback de alunos de AI for Medical Diagnosis da instituição deeplearning.ai

4.7
estrelas
1,723 classificações

Sobre o curso

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....

Melhores avaliações

RK

2 de jul de 2020

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

26 de mai de 2020

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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76 — 100 de 370 Avaliações para o AI for Medical Diagnosis

por VIJAY K V

18 de set de 2020

I absolutely enjoyed going through this course. Pranav and his team did a very good job in explaining the key concepts in how AI is being used for medical diagnosis.

por Yashovardhan S

26 de jul de 2020

Such a great course on the cutting edge technology application with medical diagnosis. I would recommend every deep learning practitioner to enhance their knowledge.

por Adam M

24 de dez de 2020

The material is important, and the videos were clear and simple. The assignments could be cleaned from their bulky print statements, but that is an aesthetic qualm.

por D J R K

21 de out de 2020

The course videos are excellent and the best part of the course is in-depth assignments which are really helpful in correlating the contents of the course videos.

por Marwa A E

28 de mai de 2020

Amazing Course, the exercises are abit hard and not that completely explained in the examples but overall, I'd recommend this course aloooot.

Thank you so much :)

por André C A

22 de fev de 2021

Without any doubt, it is an important course for those who want to learn more about AI applications in Medical Diagnosis. The course is also well structured.

por Lakshmana P

3 de mar de 2021

Excellent content and the way the learners knowledge is evaluated is good. I got good mentor support replying my questions and resolving issues quickly

por Wasim A

13 de mai de 2020

Very informative and practical. I learned so many things, It helps me to boost my confidence that I can apply these concepts in the field of medicine.

por Brianna R

21 de mai de 2020

Learned so much in this short course! Great lectures, study material, and assignments. Incredibly excited for the next course in this Specialization.

por Nitin

28 de mai de 2020

Thanks a lot Pranav for this course, I am now able to understand the concept of sensitivity, specificity and roc like evaluation terms much better.

por Prashant M

29 de jun de 2020

Excellent course... there was no course available online which dedicates AI for biomedical domain. Huge thanks to Andrew Ng and Pranav Rajapurkar

por Vincent L

14 de set de 2020

Very interesting. A lot of notion which requieres more than 3 weeks to be "digested". I will for sure come back on it for additionnal thinking.

por MUSTAFA M T

7 de mai de 2020

As a student and software developer, I really enjoyed this course. If you're interested at medical imaging and AI, you should join that course!

por Sawrup K

28 de jun de 2020

This course really helps me a lot. Who wants to jump in medical image classification or disease detection, they should enroll in this course.

por Jay U

24 de abr de 2020

Excellent content. Thank you for putting this course together. Would love additional material on deep learning methods related to healthcare.

por Pramit D

16 de dez de 2021

The course is great in terms of theory and implementation of that theory. But a little more explanation in image segmentation is recommened.

por Mohamed Q

11 de jun de 2020

a very well done course, the community is very helpful and the mentors are awesome, i like the events they organized throughout this course

por Haroon K

19 de ago de 2020

Great course. Prior knowledge of deep learning really help me. so i recommend to take basic deep learning course before this course.

por Valijon N

7 de ago de 2020

Buenas tardes

Me ha gustado mucho el curso, donde aprendí como funciona deep learning y como se definen los modelos de entrenamiento.

por Christophe K

6 de fev de 2021

Very good Course which add more insight in specific case of unbalance images segmentation through Deep Learning. Definitely a plus!

por Ajay K

6 de jun de 2020

Learn a new methodology about image analysis of the medical dataset. I am interested to go for the next course in the same series

por ABIR E

10 de abr de 2021

Excellent, but I wanted the instructor to add an assignment or lab notebook on the preprocessing and preparation of DICOM images

por Le N T

11 de mai de 2020

In my option, this is such a very good online course about AI for Medical Diagnosis. Although still some difficulties in coding.

por Jay H

24 de ago de 2021

It was very helpful for me as a beginner to learn. I gained confidence and comfortability in AI in Medicine after this course.

por Camille P

23 de abr de 2020

Great course, straight to the point. As mentioned you should already have some knowledge about deep learning before enrolling.