An extremely good course for anyone starting to build deep learning models. I am very satisfied at the end of this course as i was able to code models easily using pytorch. Definitely recomended!!
This is not a bad course at all. One feedback, however, is making the quizzes longer, and adding difficult questions especially concept-based one in the quiz will be more rewarding and valuable.
創建者 Vaseekaran V•
Really great intro to PyTorch. Well explained the basics of Deep Learning along with PyTorch.
創建者 Integral S•
this is no doubt THE BEST and the most well thought pytorch and deep learning course so far .
創建者 Andres I C R•
Really good structured with very clear explanation of the math behind the different topics
創建者 Milad E N•
it goes through neural network and builds it from scratch.
創建者 Hasan G•
I have learned good skills for deep neural networks
創建者 Luis C•
best introduction course on the subject.
創建者 Oscar A C B•
Excellent! Just what I needed.
創建者 Abdoulaye B•
The content was on point.
創建者 Amir J•
創建者 CHALLA K S N M S•
創建者 Aditya M P•
創建者 Marco C•
The course is good and has a nice mixture of theory and practice, which is essential for mastering complex concepts. However, I do have a few observations about the course quality:
- Several of the slides in the presentations and even the labs have a lot of grammar mistakes.
- The theory is often rushed in the lectures. The course would greatly benefit from a more careful analysis of the maths behind each concept.
-In its effort to make the concepts easier to grasp, the lectures keep using coloured boxes to replace mathematical terms. I found that to be more confusing, they use far too many colours and are too liberal with their use.
-Lastly, the labs completely broke down in the second half of the course. My understanding from the course staff is that an upgrade was made on the backend which did not go well and thus caused those issues. They should have several backup plans for those occurrences, starting with having the labs available for download so that the students can do them offline.
Overall I'm happy with the course and would cautiously recommend it, given the above shortcomings.
創建者 Peter P•
The course was fantastic for someone like me. I already knew all the math, and the course gave deep exposure to the needed Python routines and classes. The labs really help cement the knowledge.
Only drawback is that it went a bit too slow for me (NN with one input, NN with two inputs, NN with one output, NN with two outputs, etc.), but others might disagree.
I'm giving it a four because there were so many typos and mistakes (i.e. the gradient is perpendicular to countour lines, not parallel), lots of mispellings and wrong data on the slides and the speaker sounded like a computer (he pronounced the variable idx as "one-dx" - huh? I understand that there's going to be mistakes, but this is an one online course made for many people, and you'd expect that kind of stuff to be corrected over time since it is being repeatedly delivered.
But - it was a great course and I highly recommend taking it.
創建者 Julien P•
Here is a list of pros and cons:
Pros: great notebooks and many examples
Cons: the videos are a bit "cheap" (typos and artificial voice) and often miss the intuitions ("To do that, we code like this"). A bit light on the maths. Quizzes are too easy to validate (people may validate with a superficial understanding of what is going on).
Summary: The value of this class resides in the notebooks and in the time your are willing to invest in them.
創建者 Farhad M•
I think it's a good course if you're coming in with the notion of deep learning pretty much clear and are more interested in learning the PyTorch syntax. I'm not sure how useful the course would be in terms of learning ML or DL from scratch. In particular the conceptual slides could be better.
The notebooks are well-prepared. Even though occasional bugs can be found, they aren't much to worry about.
創建者 Felix H•
The course gave a decent and well-structured introduction to PyTorch. However, I would have hoped for less typos (including in the code on the slides), more challenging and instructive quizzes and real exercises (there are instructive labs, but the practice section is usually only a very slight modification of the already given code).
創建者 Mitchell H•
Awesome course for learning the basics/fundamentals of Pytorch. However the labs often would not run some of the more complex or CPU-intensive models, so I would suggest downloading the labs to your local machine. Also could have also used more assignments for hands-on experience, but I would recommend this course.
Very good fundamental course.
It will be good if real data is used in lab rather than using virtual data.
Also, the notebook's hyperlink of the final assignment isn't work. I can't import the notebook to Watson studio and finish the assignment, please fix it, thank you.
創建者 bob n•
Concepts presented in nice bite size chunks. Labs help reinforce concepts. BUT, felt like course was just a bunch of pieces with little assembly. Kinda like finding a box of LEGOs (r) with nothing to really build from them.
創建者 Edward J•
I learned loads in this course. I'm quite familiar with Keras so it was good to use a different package. The instruction was very clear but LONG. I would have liked the labs to have been more involved.
創建者 Jesus G•
A nice landing on Pytorch and basic Deep Learning concepts. I liked the collection of code and practical examples. If only, I missed having more difficult practical assignments along the course.
創建者 André M•
Course material is great, although it has some errors, as on the video slides as in the notebooks. This should be rectified. Also, the assessments and quizzes should definitely be harder.
創建者 Evgeniya K•
Good to dive into Deep Learning and get some PyTorch basics. However, there're sometimes mistakes in the assignments. Also, the explanations can sometimes be a bit confusing.
創建者 Ujjwal J•
Amazing course for a beginner in Deep Learning & Pytorch.
I gave 4 stars as I expected it to be more pytorch heavy.
Overall, a really good crafted course.
創建者 TJ G•
Very intensive course. Could do more training labs. But this is definitely a very dense course. Extremely helpful to get started on ML/Deep Learning.