OA
2017年9月8日
This course is ideally designed for understanding, which tools you can use to do machine learning tasks in python. However, for deep understanding ML algorithms you should take more math based courses
AS
2020年11月26日
great experience and learning lots of technique to apply on real world data, and get important and insightful information from raw data. motivated to proceed further in this domain and course as well.
創建者 Sourav P
•2018年10月27日
Nothing wrong really. Should have provided more mathematical theory in the resources section.
Assignments should be a lot tougher and on real life data sets which require recodings and transformations. Quizzes should be more relevant to the lessons taught. More hardcore theoretical resources, like books and research papers should be included in order to complement the practical lessons.
創建者 Muhammad H R
•2018年1月19日
This course was too theoretical and lacked any practical exercises that would help me solve any problems. The professor went too deep into the concept and in the end you were left wondering what is the purpose of the algorithm. Seems as if they were concerned in covering a specific amount of topics rather than making the concept of machine learning more approachable.
創建者 Fatemeh M
•2018年11月25日
Hi
First I want to thank all the instructors and anybody that was involved in this course preparation. That was a great opportunity and I really liked that but not in all parts . I think the syllabus was a little heavy and somehow I couldn't follow that . in the programming part I needed more guide and sample .
But in general It was good and I thank you so much.
創建者 Bhavesh B
•2021年7月7日
The course was great. The only drawback was that the faculty did not feel confident to give video lectures. The videos were crisp, to the point and explained all the concepts beautifully. My only suggestion to the faculty is to record the audio clearly, as sometimes things were not clear and it became necessary to go back and watch the videos again.
創建者 Max W
•2021年4月24日
Excellent but basic explanation of algorithms. The sample code is useful. If I did not refer to outside resources I am fairly sure I would not have been able to complete this course. The autograder really needs some work. Overall, though, I learned something about these algorithms and appreciate the effort put into preparing this course.
創建者 Robert S
•2020年11月1日
The subject matter is interesting, but there are many issues with the assignments that should have been fixed before the course is offered, for example, unworkable code segments that remain in the assignments or that prevent the grader from functioning properly. Be sure to read the forum carefully before beginning coding assignments.
創建者 Mario P
•2019年12月8日
I struggled with this course. The lectures cover a great deal of information extremely fast. I appreciate that there are more lectures than in previous courses in the specialization and the information is better presented IMHO. The assignments were quite difficult and I struggled. Relying heavily on discussion forums and online posts.
創建者 Vatsal K K
•2020年5月24日
I think the instructor must give more practical explanation for scikit-learn. I need to research almost everything for completing a particular assignment. Please have changes in pitch of your voice while delivering the lectures so the lectures don't seem boring. Also, please update the autograder !
Overall a good course. Thank you.
創建者 MD T R J
•2020年4月12日
The course material is good, but the teaching style is too boring. Without the standstill slides, if there is animation, it would be helpful for us. And, the assignments are not straight-forward and the autograder is buggy. As an example, I can run the assignments easily in the jupyter, but the autograder faces problems.
創建者 Jun L
•2019年11月7日
There are too many errors in the video and even in the quizzes and assignments which will affect the final grade and wastes studying time to figure out it is an error. It is pointed out in the discussion forums but no one is taking the action to correct it. Moreover, at least 3 of the reading materials fail to be loaded.
創建者 Ishan D
•2020年9月20日
Good course for beginners. However, things like feature selection, dealing with null values, model selection should be in depth and an end to end example on a real world dataset should be explained step by step to with best practices to develop learner's interest towards picking up problems and solving on their own.
創建者 Piyush M
•2022年1月15日
Although course was very well structured, for a beginner it was not properly brought up. Many things had to be searched on google to understand properly. More graphics could have been used for better presentation. And coding challenges needs improvement. Whatever taught in video could not be used in coding lab.
創建者 devansh v
•2020年7月17日
Course is good but leaves a lot of things unexplained and feels like the weeks explaining ml algorithms are in a rush.But the assignments are truly remarkable.I would recommend this course to anyone who already knows machine learning and would want to apply it on some good problems/assignments before Kaggle.
創建者 Alexey F
•2020年5月5日
I really like the main idea of this course, i.e., using sklearn lib along with basic lectures on the ML topic. So, I was expecting that we will be following the contents of text book by A.C. Müller & S. Guido. In the first two weeks it was really good. The materials of last two weeks were quite compressed.
創建者 Oscar F R P
•2020年8月17日
Its a really complex topic an though videos seem long enough to explain some ascpetcs of it, many little things go under the radar and make it difficult to understand some thing. Algo, the lectures are a bit weird since the professor sometimes stutter or changes ideas mid sentence.
創建者 med m
•2020年9月18日
Good explanations on videos, The only problem which was really time consuming and wasting was the problems related with the assignments submission. but overall this course helped me a lot to structure machine learning fundamentals in my mind and to get a good practice out of it.
創建者 Sakina F
•2018年3月27日
The videos are way too long and very monotonous. They should be cut down and reduced. The maximum length they should be is 5-6 mins other wise they becoming distracting.
The course content is good though. Quite easy to understand but going through the videos is a chore.
創建者 Marcos B
•2020年9月12日
I think that the subjects are very advanced. There should be a more clear specifications of prerequisites for the course. I had to look for lot of help outside the materials provided for doing the activities. The course is fine if you have the apropiate skils though.
創建者 vikram m
•2019年8月26日
It's a good course, but a quick one. One needs to have a beforehand knowledge of all the algorithms as they are not discussed in details. State of the art is not mentioned. Implementation and best practices are present, along with pros and cons of each algorithm
創建者 Claire Z
•2019年7月20日
The course is quite high-level. There is nothing wrong with an applied course being high-level. The material is easy to follow, the quiz is a bit challenging but the homework assignments are quite easy to pass. I prefer a course with more fundamental details.
創建者 Raymond C
•2019年1月27日
The course is too tight, just 4 weeks cannot master the machine learning. This course can splitted into 2, in order to capture more on the deep learning and unsupervised learning, which are important, but being categorized as option in the course.
創建者 Suhas A B
•2020年12月31日
Good content but too fast paced for someone without even the slightest basics on ML. The first 2 courses in the specialization did not prepare for this course. To make full use of the course get ML basics right and then maybe come here
創建者 Tracy S
•2017年7月31日
the second assignment was a little beyond what was taught in the lecture. others are fine.
big suggestion: please please have a better auto-grader. Most of my time was spending on how to battle the auto-grader instead of coding...
創建者 Rahma S E
•2021年11月26日
there is a little suggestion from me, the correction system is a bit strange when I did the test when I ran it it worked, but after submitting 0/100. But I kept trying to submit, suddenly it corrected itself and had a value.
創建者 Sukesh K
•2020年6月14日
Course is well structured, course material also is well defined and learning is excellent. Though Instructor's communication is very laidback. Should have more engagement in tone and connect with enthusiasm.