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Applied Data Science Capstone(으)로 돌아가기

IBM의 Applied Data Science Capstone 학습자 리뷰 및 피드백

6,065개의 평가
812개의 리뷰

강좌 소개

This capstone project course will give you a taste of what data scientists go through in real life when working with real datasets. You will assume the role of a Data Scientist working for a startup intending to compete with SpaceX, and in the process follow the Data Science methodology involving data collection, data wrangling, exploratory data analysis, data visualization, model development, model evaluation, and reporting your results to stakeholders. You are tasked with predicting if the first stage of the SpaceX Falcon 9 rocket will land successfully. SpaceX advertises Falcon 9 rocket launches on its website, with a cost of 62 million dollars; other providers cost upward of 165 million dollars each, much of the savings is because SpaceX can reuse the first stage. Therefore if you can accurately predict the likelihood of the first stage rocket landing successfully, you can determine the cost of a launch. With the help of your Data Science findings and models, the competing startup you have been hired by can make more informed bids against SpaceX for a rocket launch. This course is the final course in the IBM Data Science Professional Certificate as well as the Applied Data Science with Python Specialization. It is expected that you have completed all of the prior courses in the specialization/certificate before starting this one, as it requires the application of the knowledge and skills taught in those courses. In this course, there will not be too much new learning, and instead, the focus will be on hands-on work to demonstrate what you have learned in the previous courses. If you choose to take this course and earn the Coursera course certificate, you will also earn an IBM digital badge upon successful completion of the course....

최상위 리뷰


2019년 10월 23일

Its was great experience in completing the project using all skills that we learned in the course, thanks to coursera and IBM for giving me an opportunity to update my selft and also to test my skills


2020년 3월 3일

Very good capstone project. Learnt lot of insights on how to represent data through out this course.\n\nVery good starting point for ""Data Science" field. I would definitely recommend this course.

필터링 기준:

Applied Data Science Capstone의 816개 리뷰 중 751~775

교육 기관: Narmeen i

2021년 9월 10일


교육 기관: Andrian R N

2021년 8월 15일


교육 기관: Song N W

2022년 4월 3일

My review after around 11 or 12 months of studying all ten courses is: the IBM Data Science Professional Certificate contains general information and process on data science, but does not go into great detail. After joining the course, I was able to further think and ask at work how data collection would affect our product and indicate how the envisioned data may provide misleading information. However, the courses' duration is much longer than indicated on Coursera and apart from the time spent on completing the course contents, I have spent a lot of time trying to get Watson Studio or the hands-on lab operational, and the hands-on lab could be down for a week or more. From my perspective, this is counterintuitive and inefficient, and I did not expect this from IBM's products. Looking at some of the reviews for this course, I think it is fair to warn others who are looking to join that the courses are generic and some - if not most of the - time requires the learner to Google answers for any confusion and code tutorial or read books; this does not bother me as it has been my approach for a long time. As I am writing this review I am awaiting my classmate to review my peer assignment for the second time because I got less than the required pass grade, which perhaps my classmates may have experienced once or twice throughout these ten courses due to incorrectly marked assignments. Although I admit I did not perfectly complete the capstone project's slides, based on the guide I would have received a higher score than what I had; for example, I got zero points instead of two points for having my GitHub link and PDF file attached. However, I understand the importance of reading your peer's assignments because some of the assignments I read inspired me, but the peer-review system is flawed because the course expects a constant number of students studying at the same period and the minimum number of assignments required the students to review would cover the whole cohort for that period; evidently, sometimes this system does not operate as expected because there are usually threads asking for help to review the assignment on the week's discussion forum. Consequently, from my perspective, this course would be more efficient if an automated correction system was also available, similar to "Machine Learning by Andrew Ng".

교육 기관: Tania D

2020년 8월 21일

The assignments were interesting especially when we had to think of our own problems to solve. It would've been really helpful if the course was regularly updated, specifically when it comes to the first assignment where a lot of students experienced challenges with their machines and the course was designed with old operating machines in mind. the discussion forums would help a lot if instructors actually answered the questions and not directed students to links that were of no assistance at all. The course material could really do with an upgrade.

교육 기관: Marius S

2020년 10월 14일

The github guide was very helpful and informative. I wished there would have been more explanations how to interprete the results of evaluated models and about machine models in general, when to use which model for example. Also some details were missing like how to balance imbalanced data, should the data be balanced and then visualized or vice versa? Fitting a model is easily done, but it's the details that make the difference.

교육 기관: Deleted A

2020년 7월 31일

The course gives the learners a perfect platform to practice the concepts learnt throughout the Data Science specialization. Final assignment is unique and interesting and the course makes sure you practice enough before taking it up. A good experience, but issues with Foursquare now and then makes it a little hectic to get done with the course.

A nice course though. Liked it!

교육 기관: PRANJIT G

2020년 6월 2일

The journey was very informative but at the end of the course and submitting all of my assignments before the deadline , i got my course certificate with no instructor signature . A very disappointing fact as I worked very hard to complete the specialization within my 7 day free trial which is till 8 pm today I.S.T

Never expected such kind of irresponsibility

교육 기관: Shane W

2020년 11월 18일

The capstone content needs to be thoroughly edited for clarity, especially in the instructions on what exactly the instructors are looking for in the final deliverables. Some of the peer-reviewers seem to be confused, and I'll admit I was a little confused myself reading through the instructions the first time.

교육 기관: Bart F

2020년 10월 9일

The final capstone felt like a mis-match with the previous 3 courses of the specialization. The capstone was also the final project for other specialization which would explain the mis-match.

Even though I learned a lot, it wasn't entirely clear what was actually required from me.

교육 기관: Isaac S

2020년 7월 28일

This course is ok. Not too challenging and not too easy. It definitely needs an update. Things have changed over the last couple of years and it appears that the course developers have not made an update since 2018. WIth a refresh this course will be a 5 star course for sure.

교육 기관: Amar H C H

2021년 10월 9일

This course leaves a lot to be desired, the IBM user interface for me is not beginner friendly and the SQL part is to me problematic. the DB2 is not a freeware and some student have to use the altaernatives such as MS Server, which is rather a hassle.

교육 기관: Jennifer C N

2020년 8월 16일

Labs could be improved verifying all the commands work well. Videos could be improved make them more informative as in other Data Science courses part of the Specialization. Many things are left to the labs without sufficient previous explanation.

교육 기관: Aman R

2020년 6월 23일

The challenges presented have been really good however I'd reccomend that the prceding modules be evaluated for the changes that have come in over the years,maybe lay more emphasis on 'what is used more frequently' in a real life situation !!

교육 기관: Sokob C

2020년 7월 28일

This course was extremely difficult and it took me the longest. There were errors in the lab so I could not finish any of the labs, but I had asked for help and the response for help was very poor for the lab or for the assignment.

교육 기관: Oliver E A B

2020년 3월 25일

It is good because you get to know many tools to get data and it has very good examples of how a project should look, but i think this is a project that must not be reviewed by other students, so we get useful feedback.

교육 기관: Eugenio O

2022년 4월 30일

To use the Watson platform is a headache, the account starts to ask for a credit card and I am just paying once.

It would be very good to start using a jupyter notebook from scratch.

The rest is fine.

교육 기관: Sisir K

2019년 4월 21일

Very challenging. A lot of the things you have to do in the final project are things you must figure out on your own, since they're not explained in any previous lessons.

교육 기관: Anna K

2020년 10월 8일

A challenging Capstone project with many dimensions. The structure of the previous courses in the certification could have been improved to build up to this project.

교육 기관: Mohammad Q

2019년 9월 2일

This course is about applying what you learn on a free form project.. but you should use Foursquare API which it might be challenging little bit to deal with..

교육 기관: Oscar C C

2020년 6월 16일

There are some errors in the instructions labs, in forums is the way you can get help, but it it necessary to modify the code in the examples.

교육 기관: Kristine M

2021년 6월 5일

T​he final project is way too over the top for this type of course. I've been asked to do less work in graduate level courses.

교육 기관: Jianfeng Z

2020년 11월 2일

Good practical lesson. However the learning curve is too steep compare to the other courses in this certificate.

교육 기관: Apurv G

2020년 4월 5일

Great capstone project. But forced to do the same project. It would be better to get more choices of projects.

교육 기관: Jeff H

2022년 3월 14일

good course until the last week where there were too many competitive non-intellectual tasks

교육 기관: Piotr M

2020년 6월 11일

I didn't like that we had to use Foursquare — I could not come up with anything interesting.