A very deep and comprehensive course for learning some of the core fundamentals of Machine Learning. Can get a bit frustrating at times because of numerous assignments :P but a fun thing overall :)
Hats off to the team who put the course together! Prof Guestrin is a great teacher. The course gave me in-depth knowledge regarding classification and the math and intuition behind it. It was fun!
創建者 Leonardo T L•
Great course about general classification approaches and techniques. The pace of the classes is great. One more time the professors surpassed my expectations!
創建者 Bharat J•
I wish we had 5th course too,All courses are well organized and can be completed with other tool.
Hope they also include SVM and start courses on deep learning
創建者 Ganesan P•
A very good course - understood a lot about classification and the understanding gained will help in reading text books like Ian Good Fellow for deep learning
創建者 Alex L•
Great courses as usual like the previous courses in this specialization. Cater for beginners who want to gain a strong foundation and practical usages for ML.
創建者 Babak P•
Great exposure that requires hand coding the algorithms. Really makes the concepts stick with a perfect combination of theory and programming mixed together.
創建者 Farrukh N A•
I found carols to be the best instructor in machine learning domain, he presented the algorithms and all core machine learning concepts in really great way.
A great combination between down to earth concepts and their implementations in python. Implementation of topics in plain python is what I enjoyed the most.
創建者 Jane z•
The hands-on approach is excellent. Not only I learned ML / Classification, I was able to practice Python skills and statistical skills as well.
創建者 Nikolay C•
Excellent course! I've learned these topics before, but many things were not clear enough. While learning this course my knowledge really improved a lot.
I think support vector machines is an important topic which is missing. Anyway, the programming assignments were terrific. I really enjoyed this course!
創建者 Andrea C•
The course covers most important topics in depth and exercises are very interesting, them helps you to reason about some important theoretical concepts.
創建者 Youssef R•
This is really a wonderfull course, and i recommend it to anyone who want to master some important techniques in the trending field of machine learning
創建者 Josef H•
I like the detailed comparison between choosing different parameters for creating the classification model. I learn a lot of tricks for creating plots.
創建者 Suoyuan S•
This course is friendly to machine learning beginners for the learning material is easy to understand as well as the assignment is easy to accomplish.
創建者 Sara E E•
It is very intuitive and easy to follow.
I hope you add SVM and talk about linear/nonlinear decision boundaries in the next enhancement to the course.
創建者 m w•
While I enjoyed most of the exercises, I found some of the implementations to be more puzzle solving rather than deeply understanding the algorithms.
創建者 Gunjari B•
An absolute marvel of a course! In depth explanation to everything, detailed and important concepts explained so much at ease with Carlos' humour!
創建者 RAMESH K M•
The course has be described in a very precise manner. The instructor takes time to clearly explain the concepts and the importance of the same.
創建者 Filipe G•
The best machine learning course I took online. I've taken other coursera courses, and this is the most complete, comprehensive, and well made.
創建者 Richard L•
Great course. The lectures and programming assignments have been extremely beneficial to help me get a basic foundation of ML classification.
創建者 Fan D•
This course is alright. For some reason I liked the regression course more as this one was a little to simple in terms of the practical.
Course is really good. Assignments are taking too much time if you want to do the course rally fast, with questionable learning value.
創建者 Sergio D H•
AWESOME COURSE!! Carlos and Emily are incredible teachers and the course contents are truly informative and well-paced for beginners.
創建者 stephane d•
Really a great course!
Thanks to Emily and Carlos!
I still hope there will be more courses after the 4 courses of this specialization.
創建者 Nitin D•
Excellent lessons on this important topic Classification. I think all major areas were explained quite nicely, with proper examples.