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學生對 加州大学戴维斯分校 提供的 SQL for Data Science 的評價和反饋

12,502 個評分
3,205 條評論


As data collection has increased exponentially, so has the need for people skilled at using and interacting with data; to be able to think critically, and provide insights to make better decisions and optimize their businesses. This is a data scientist, “part mathematician, part computer scientist, and part trend spotter” (SAS Institute, Inc.). According to Glassdoor, being a data scientist is the best job in America; with a median base salary of $110,000 and thousands of job openings at a time. The skills necessary to be a good data scientist include being able to retrieve and work with data, and to do that you need to be well versed in SQL, the standard language for communicating with database systems. This course is designed to give you a primer in the fundamentals of SQL and working with data so that you can begin analyzing it for data science purposes. You will begin to ask the right questions and come up with good answers to deliver valuable insights for your organization. This course starts with the basics and assumes you do not have any knowledge or skills in SQL. It will build on that foundation and gradually have you write both simple and complex queries to help you select data from tables. You'll start to work with different types of data like strings and numbers and discuss methods to filter and pare down your results. You will create new tables and be able to move data into them. You will learn common operators and how to combine the data. You will use case statements and concepts like data governance and profiling. You will discuss topics on data, and practice using real-world programming assignments. You will interpret the structure, meaning, and relationships in source data and use SQL as a professional to shape your data for targeted analysis purposes. Although we do not have any specific prerequisites or software requirements to take this course, a simple text editor is recommended for the final project. So what are you waiting for? This is your first step in landing a job in the best occupation in the US and soon the world!...




I thought this course was great! Great introduction to Relational Databases and SQLite. Highly reccomend for anyone new to SQL, Databases, or someone looking to get started with a data science career.



This course has really helped with optimizing queries that I work with everyday, enhancing my understanding of RDBMS, joins, analyzing and structuring exactly what you need and yielding those results.


51 - SQL for Data Science 的 75 個評論(共 3,286 個)

創建者 Toby C


I felt the course was put together in a hurry. There was a lot of information that was incomplete or just plain incorrect. The assignments were even more vague than I was expecting. OTOH It does lead you through learning very basic SQL.

Too much focus was given to SQLite which is not an industry standard. Perhaps using a free DBMS like Postgres or MySQL would have been better. Are there any interactive T-SQL or Oracle engines that could be put in a box like the SQLite here?

創建者 Ana


This is the first course from Coursera that I didn't like at all. For absolute beginners is not suitable. There is only theories and somehow boring because there isn't any examples to do at the same time to understand the content better.

I recommend to add more examples to the weekly courses like the ones for the final project so we can understand the theory more.

創建者 Ahmad S


Nice course! Only giving it low stars because the assignments are so out of data. Please update your assignments corresponding to updates to Database.

創建者 Javier G


Hola, no es tan bueno que no puedas correr código mientras aprendes con ejemplos.

創建者 Salim A


It's very basic SQL, definitely not challenging for anyone with SQL experience

創建者 Brendan J O


During the course, I wrote a review, and gave three stars. But now, I sense the need to change it and add to it. Yes, I have actually changed the final rating from three stars to only one star. (Below is a quick review, because I don't want to waste too much time on it.)

In the beginning, it was claimed that certain participation in some so-called "discussion" was optional, but you had to participate in order to even be allowed to move on with the course. So the claim was false, and no one cared to take care of it. Or if the claim was indeed true, then indeed you did not have to participate, and it was indeed optional, and of course in that case you would not be allowed to move on. Either way, this immediately created a "bad taste" so to speak.

There seemed to be errors or sloppiness in the quiz questions and in some of the sets of multiple choice answers, which was annoying. Some quiz questions were not very clearly put, so sometimes -- I would even say often -- it was difficult to understand the question. Sometimes it also seemed as though some of the quiz code questions suddenly went too far compared to the material taught, which is in part due to the course's lack of practice.

The instruction videos were also poor, because they were not very well optimized. For example, the instructor's audio had a lot of "wet sounds" in it, so to speak. Also, the instructor's teaching was unpleasant to listen to, because it sounded awkward, as though overly scripted or very unnatural. There were also errors where some word or name did not match with code on-screen. Maybe she is a good instructor outside of Coursera, but you could not tell by these videos. Sometimes, the audio was even cut off, or so it seemed.

Because of the earlier mentioned lack of practice from the course, you must do a lot of practice yourself. I already knew some things here and there, and usually find my way around computers, and so on, anyway, so sometimes I had an easier time. I also understood some of the statistical concepts they asked about later on.

But even if so, I decided to quit during the final assignment, because

(1) in the beginning of the final assignment (or rather right before it) it was unclear how to proceed on Coursera itself about it, and I wasted time finding out;

(2) because of the course's sloppiness, it looked as though, after using only SQLite in the course, you suddenly had to use MySQL in Coursera's online sandbox (which may not have been a big deal, but is still strange a choice for a course), but really you had to enter some link and use the online SQLite interface with the Yelp dataset, which I only found out after roaming the so-called "discussion" fora for some time, wasting time in doing so;

(3) the assignment itself had questions that should not even be asked, because some of the (statistical) topics were not even covered in the course, and, again, there had hardly been any practice in the course itself to prepare you, making it an even poorer course.

I read some of the other reviews, especially the ones criticizing the course. Overall, relatively there are not that many giving low ratings, but they are right: it really is a poor course. I don't understand why the course has such a high score.

In short, it is a poor course, no one cares to update it properly, and I would recommend to any other course taker to get the most out of it, preferably for free, and then to leave as quickly as possible.

創建者 Norman S P


The best thing I can say is that the deadlines motivated me to complete my week's studies. Unfortunately the instructor, content and presentation were really poor for this course. The quality here really serves as a stain (in my eyes) on the reputation of UC Davis and Coursera.

The instructor continually stumbled over her words as she read whatever teleprompter she was reading from during the presentations. It appears she didnt write the presentation herself as she stumbled through her presentations often creating wordy non-sensical explanations. It appears she never practiced the monologue before filming.

In addition there were many mistakes in the code in the powerpoint presentations. This course has been around for many years with hundreds of thousands of students. You'd think that by now they may have decided they should re-film the course and correct the simple and blatant errors that any complete beginner can see clearly in the presentations.

Otherwise, it's an ok course if you want to use it as a starting point to your self-teaching. I would recommend anyone taking this course to study with other materials on the side as well in order to truly become proficient and to help them know the subject matter better than the instructor who clearly is no expert due to the many and simple mistakes she propagates through her course.

創建者 Sara F


Terrible and frustrating. My previous knowledge was literally zero, so I did learn something at the end,but the lectures are poor and non stimulating at all. Worst of all, the exercises are awful. Most of the time the task is not clear, there are no example to guide you and the material given in the lectures are most of the time totally useless. I felt very frustrated. Not a completely waste of time, but I would never recommend this course to anyone. I really wanted to learn something, but everything was against it. I speak to the creator of this class, seriously try to do this course pretending you are new to this topic. I will be clear it is very very very bad designed.

創建者 Rashid S S


The course was not easy to understand. Because the lessons were not sufficient enough to understand the questions in quiz and final exams. I think if all the things are described in a more elaborate fashion with a lot of examples it would be easy for the learners. Actually in this course I've to relay more on google and internet rather than my course lessons which was very disappointing. I personally think this course is not for a beginner student who really wants to learn about sql.

創建者 John O O


Not too happy with this course, I have run into many incosistencies with the course materials and have no responses (along with many others posting in the forums) to the issues at hand. The first course does not 'flow' into the second course. Conflicting instructions given in pdfs and by instruction in 'solution' videos. Hard to find 'mentions' to cloning reports. Etc. Feels kinda like a waste of time trying to connect the dots as provided by the instructor/instructions.

創建者 Victoria K


I can't pay for the course to get certificate. The free 7 days subscriptions never ends. So I can't send the tests to get results and get the certificate.. Lost a lot of time... Too bad

創建者 鄭明軒


Week 4 assignment isn't prepared well for the students to use the skills they learned, and issues posted on the forum left uncleared forever.

創建者 Deleted A


Questions scored incorrectly though they are correct.

創建者 Rajnish K J


Most of the command line does not work.

創建者 Шайдуллин А


In general, the course is not bad, but there are a number of disadvantages, ranging from minor to serious omissions. I wanted to give the course 3 stars, but the last homework was quite fun and productive (you can put 4.5, according to the rules of mathematics, round to 5, but with a very large advance). The basic skills were acquired during the last assignment.

First, about the benefits of the course:

1+ In the course, you can practice on real data without using other software, it is really useful and productive;

2+ Theoretical aspects are more than enough;

3+ Theoretical tests correspond to the lecture materials.

Now to the disadvantages (there are still more of them), first to the serious ones:

1- There is a lot of so-called "Water", information that is completely unimportant and purely theoretical. Almost the entire first week was devoted to theory ("Why is this subject important? Separation of duties among employees, etc.). I think the course would have done well without these materials. Often, one fourth of the length of each video is an explanation of what we will be studying today. I think , the student wants to quickly learn important material for him.

2- The first 2 weeks of coding looks very good, easy to understand and solve for yourself. But something strange happened on week 3, the tasks became much more complicated, they did not correspond to the lecture materials, where theoretical material was mainly given. Week 4 has already been done normally. Probably, without prompts (sometimes direct), I could not have done these tasks. It was very difficult!

3- The course is rather short (only 4 weeks), little time is devoted to programming, there is not enough practice, maybe it was even worth adding a small invaluable practice after each video.

4- The lecturer tried to convey the idea that the usual repetition of programming steps may be ineffective. Unfortunately, today, nothing is better than "I copy after the lecturer, who explains something in parallel, and then independently practice it on real data." The lecturer's methodology was not the most effective; nevertheless, after completing the course, many questions remain.

Minor disadvantages:

- For the convenience of work, you can download the presentation of the lecture, but I think it is convenient for some students to print these lectures and work. Unfortunately, the design and background were chosen in a dark color, which is why the material after printing is inconvenient to read (-a lot of paint is wasted), it is rather difficult to correct it yourself.

- The material chosen for reading by the lecturer is slightly robotic, it is convenient to set at a speed of 1.25 or 1.5.

In any case, I was able to familiarize myself with this programming language, I was able to learn something. I think one day it will suit me. At the moment, I still prefer to work in Python and other programs. I was still able to get a certificate of completion of the course. Thanks for the course and thanks for your attention to this long comment! Hope it helps you get better! Good luck :)

創建者 Dheanda A


Thank you for the material that was presented well and clearly. I got to know better how to use SQL for data science. Hopefully, by learning this, I can implement it in the future as a Data Analyst.

創建者 Ashley M


Great introductory to the SQL programming. This will definitely not only add another programming skill but also give me more capabilities programming in SAS. I would recommend this to anyone.

創建者 Mohamed A


The Course was quiet good & descriptive, yet it didn't cover a lot of SQL such as how to use its platforms and how to connect to database, also, the differences between other platforms.

創建者 Gary L


This was an amazing course. I learned so much practical and application skills from the course. The lectures are great, as our the assignments and tests.

Thank you for a great time!

創建者 Tanmay C


Great course with lots of things to learn about SQL. Assignments were pretty challenging and the instructor explained the concepts nicely. A fantastic course to start with SQL.

創建者 Victoria T


Sadie St. Lawrence is a completely motivating person. Thank you, Sadie, for such an excellent combination of professional teaching and interesting tasks. Well-balanced course

創建者 Budi S


Very educating course, with interactive practice and final project which simulate real data science. Not to mention, the cute lecturer is easy on the eyes... ^_^v

創建者 Maxine L


Very clear and useful class! The outline of each module is easy to understand and follow, and the assignment is helpful to strengthen SQL skills.



Even though i have learned SQL from many sources but this is a complete package, felt completed after completing this course.

創建者 Megan H


So helpful! Really helped me learn SQL on a level that I am confident enough to add it to my resume.