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学生对 加州大学戴维斯分校 提供的 SQL for Data Science 的评价和反馈

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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!...



Aug 22, 2021

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.


Apr 5, 2020

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.


3151 - SQL for Data Science 的 3175 个评论(共 3,471 个)

创建者 Jasmine B

May 4, 2020

Coming from someone who has zero experience using SQL, I can only describe this course as okay. On one hand I was able to build somewhat of a foundation seeing that I had no information prior to this course, alternatively the presentation of material especially as we approached week 3 was subpar. Week 3 and 4 had material that was much more involved and complicated compared to the prior weeks. The lectures were not at all sufficient enough to get a good understanding of the material. I found I had to find clarity using online tools, posting multiple (frequently unanswered) questions in the forum, and searching through pages and pages of forum posts in hopes that someone would have the same question I did. Painstakingly going through the lecture transcript on a specific topic was generally the last resort. To briefly speak more about the lecture delivery, I found it distractingly rehearsed. It's as if the material wasn't reviewed before reading it word for word to the students. There were so many misreads and phrases that made zero sense and these mistakes were carried through even to the most difficult concepts where a succinct, clear, informative delivery is desperately needed. I honestly felt like I was floundering in week 3 and especially week 4. The peer assignment questions were unclear and seemed to be asking questions on material we haven't covered or haven't covered in depth enough to answer some of the questions.

创建者 Bohdan Z

Sep 1, 2020

In general, course was not bad as for me, but there are some problems. On my opinion, main problem is luck of practice. Teacher tell about everything but all you see is explaining idea and purposes of using some statement, then boom and whole code on your screen, and you just seat and don't interact with SQL while listening the lecture. It was easier for me, since I've already knew some basics from another course, but I would definitely struggle if this was my first course in SQL. Also, in the beginning some task seemed to be given earlier then material needed for them. And the last problem is the last assignment. It seemed interesting for me at the beginning, but in the middle I got stuck with questions, cause they was made with hope on knowledge of student and, as I found out later, one of them doesn't have a certain answer. The most challenging was the last task in the assignment but problem was again in understanding what is needed from you, not in difficulty of writing some SQL code. It would be better, if links on useful sources were given before last assignment, so people at least had idea what to do and get some additional knowledge at the same time. At the same time, course have structure and some practical tests, so that's why I give it 3 stars.

创建者 S H

Jan 11, 2022

The course is a good starting point for learning SQL but it is limited to SELECT statements only. There are some errors here and there that you can generally overlook but may confuse you if you are already struggling with the concepts. The two big negatives in my opinion were the way concepts are presented and the final assignment. The concept are presented by a lady who just speaks and part of the screen shows the SQL she is referencing without breaking down the code into parts so that the student can understand it. It would be much more effective if the code was "created" on the screen. The biggest issue with understanding the code is that the instructor never shares a view of the database that the SQL code are working on (even though there is a lot of emphasis given in the lecture to "first spend time getting familiar with your dataset". It would have helped if the student was given a chance to familiarize himself with the data used in the examples. As for the final assignment, the instructions were vague and it took me a lot more time to figure out what was being asked than to actually do the coding to answer the question.

创建者 Matthew P

Oct 4, 2021

Overall, course material seemed good, though in a few places the order was disjointed. There were also relatively few instances where newer examples and code made use of features and statements that had been shown earlier in the course, which seems to be a missed opportunity. Also use and syntax for commands was occasionally unclear, due to imprecise language used by the instructor.

A more significant issue was the age of everything. I believe the most recent reading was from 2016, and a lot of the stuff was about trends from years ago that (based on contemporary searching) is very different now, with a focus on NoSQL databases that seem to be much less of a hot topic in 2021.

This was even more striking in the exercises, where we used a version of SQLite around 2012. Many current pieces of functionality were missing, and given the way we were encouraged to seek out SQLite documentation to assist us, this made for a confusing experience, and rendered some of the tasks in the Peer Review Project much more difficult and cumbersome than they might have been otherwise.


Apr 3, 2018

I think there are many things that could be improved about this course. It feels a bit rushed when it comes to the videos, which could offer a bit more information. There are some concepts that I had some difficulty grasping because they weren't explored with sufficient depth. And also, there are some other aspects which do not appear in the course, but which I feel would be useful, such as perhaps how to use database management systems themselves to extract data to your computer, since in this course you only learn how to write queries, and not how to extract the information you've queried to your computer.

In addition, I think the database used for the final task is flawed, and this gives some strange results when performing it.

On a more positive note, I did actually learn a lot from te course, and I think the proramming tasks where really helpful, and actually kind of interesting, as you get the chance to play around with your queries and experiment with the results (despite the aforementioned flaw).

创建者 Edith M

Nov 24, 2020

I have now taken two different courses through Coursera. Python for Everyone and SQL for Data Science. The teacher for Python for Everyone actually teaches and has a book to go along with the course material for reference or even for extra practice. That was not the case for this class.

For this class, the teacher read from a script and often sounded like she was reading the script for the first time. Did she even write the script? Is she actually a data scientist or someone they just hired to read the script?

There were a few times I needed some extra help and went online to find some more examples. Several times the online examples were the same or at least very similar to the problems in the quizzes. It just made me question the skill of the person teaching the class.

But, with all that, I do feel the class gave me a good introduction to SQL and it was nice for it to be organized in a logical progression than trying to pick up SQL from various tutorials on the web.

创建者 Joseph C

Jun 27, 2018

Three stars because (1) the lecturer is good, and (2) Despite the bad "user experience" provided by this course, I did achieve my goal which was to acquire a working knowledge of SQL. Some of the final project questions were confusing, or not well explained. Some of the answers given in the rubric are wrong (Part 1 question 6). Only a few mentors are present on the Forum and they often give incomplete answers to questions. One of the homework questions is incorrectly posed; this has been pointed out 6 months ago and is still not corrected. The student must waste a significant amount of time trying to understand ill-posed or confusing coding assignment questions. This level of neglect to improving the user experience is really *not acceptable* for a paid course.The course could be greatly improved by having someone with pedagogical as well as technical knowledge to address the task of rewriting and fixing the coding questions that many users have complained about.

创建者 Wendy W

Mar 2, 2020

The lecture videos covered the topics in a very general way and gave examples of the code. However, I found there were not enough coding exercises to cover all the functions learned. In addition, I learnt the syntax and how to use the different functions mostly through my own research using external tutorial web sites. The lectures served more as an outline of topics rather than as a stand-alone learning tool. I was fine with this as I like learning independently but there could be more of a practical element to the course. The final assignment wording ought to be reviewed by the course co-ordinator rather urgently as a number of the questions were unclear and ambiguous as to what was required. The marking scheme also does not allow differentiation between good answers utilising good coding versus inelegant coding / passable code that could be better. Overall, a useful introduction to SQL and I felt like I got a good overview but lacking in technical practice.

创建者 Adrian G

Jan 10, 2018

I Think this course makes a good introduction to SQL for analytics.

However I noticed many instances where the explanations were wrong or too simple. Many times I would get frustrated because having only a partial understanding of how the functiosn work leads to many mistake : " a little knowledge can do a lot of harm ". The wording was one of my worst fears when looking at questions, often it would not be precise enough and you would wonder what they really want as an answer.

But as I said it was for me a good introduction, I wouldn't call it more than an introduction. I also learned to learn SQL by myself and to find queries that could be done in a way that agrees with my own sense of logic.

Conclusion: good introduction, the course still needs some refining.

创建者 Neeraj R

Jun 1, 2020

I don't like to give negative feedback on educational courses, but I think there is a lot of room for improvement in this one. There are a lot of key concepts that are just touched on briefly, but no examples or further explanation is provided. There also needs to be more intermittent quizzes to reinforce learning and practice the material being taught, than just one quiz at the end. Another gripe - some of the questions in quizzes and tests are very poorly written.

Some positives though - it is structured and fairly short and sweet, and the progression system keeps people feeling motivated.

Overall, I would recommend people to look at other options and look for something that is more holistic and well put together.

创建者 Marston G

Apr 14, 2020

Two recommendations

1) Given that I've moved over to another course in the series, I'm really enjoying Mode.

I think it provides a much more realistic environment vs. the one that Coursera used in the first course.

2) Several of the examples only showed the SQL queries, not the output. That makes it much harder to understand how changes in the queries would impact results.

As an example. Imagine in the section around joins if you presented a split screen. One showing the SQL query, the other the results. Then you show here's the results of a Inner Join, here's the results of a Left Join, here's the results of a Full Join, etc. and then you can compare and contrast these.

创建者 Sam T

Feb 3, 2018

Really not sure how to rate this class. The lessons were great. I learned a lot. It was a good overview of SQL. The learning quizzes where you actually use SQL in the browser to answer the questions was slick. However, the final project was very poorly worded, most of the businesses in one table were not in the other tables because they did a poor job of selecting records from these tables to set things up which makes joins very hard to do, and the rubric at times didn't make sense or didn't even have you grade a question that you spent a lot of time on. I spent far more time on the project than I thought necessary.

So great course, terrible final project. 3 stars?

创建者 Pratyasha P

Feb 7, 2018

Was in need of a class to get back into database and this class was just perfect. I wouldn't say it's for a complete beginner or at least not for me. I was glad I had one to two database classes under my belt. Otherwise I would have difficulty following the class. The final assignment was tricky in it's wordings. But it's doable as long as you have watched and followed all the video. Sadie, the instructor is a great speaker and is very clear when she speaks. The best takeaway from this class was the very last video from Week 4, where she talks about lot of good practices one should follow when programming. I will keep it in my mind, definitely.

创建者 Rubi P

May 22, 2021

I really enjoyed the course, I think it covers the basics pretty good, as a first time using SQL I think I got a good grasp over the topic, exercises and materials were simple and easy to follow. I personally enjoy the professionalism of the teacher, she was very sweet and funny, but at the same time during multiple videos it was really hard for me to follow on what was said because the way the teacher spoke felt very unnatural, as if it was being read for the first time as she was trying to explaining it, making it very distracting and difficult to follow along.

Overall I think it's a great introductory course to SQL!

创建者 Yuelai J

Aug 26, 2019

As can be seen in the discussion forum, the course is not really so well designed. I found some difficulties during the process even if I have learned programming before at intermediate level. The language sometimes is confusing. The lecture examples in the last two weeks weren't helpful in understanding the concept and improve coding, though the coding test is not hard to pass. The course has improved according to the discussion but won't be so helpful if you really want to get some solid skills in SQL. I came for this course for prerequisite and I actually studied at UC Davis before, so a little disappointing.

创建者 Andrew L

May 22, 2022

There is a lot of good information here. It is a good starting point. I felt like I learned a lot. However, it is clear the instructor is reading from a script, (not normally a problem), but often their cadence and speech pattern are off because they are reading. Also, the assessments don't always obviously align to the instruction. There are often questions that tie back to single sentence statments from the instructor. I would highly encourage any student to suppliment course material with other sources of information to ensure all of your questions are answered.

That being said, I am glad I took the course,

创建者 Suzette L

Mar 4, 2018

The lectures are fantastic but the final course project was a nightmare that was poorly worded so that you had to spend a long time trying to figure out what the questions meant before you could attempt to answer them. Also the database was restricted to 10,000 rows which meant that when trying to answer questions there were so few relevant results from queries you couldn't do much. This resulted in even more wasted time. There was no mentor help on the forum that was actually useful - other people had asked questions based on the same issues and the responses were of no help.

创建者 Christopher S B

Apr 23, 2020

The interface, video demonstrations, and lectures are good; however, there is a lot of information; its hard to go back and review the information unless you re-watch the videos; there are no handouts or other notes you can reference. The quizzes and assignments are difficult to complete due to some errors with the quiz content. There needs to be glossary of terms that the learner can reference during the quiz. I'm only in week 3, so maybe the remaining weeks will get easier now that I've practice with SQL syntax a little bit.

创建者 Anne N N T A

Jul 5, 2020

The course content overall is very good, with assignments being appropriately challenging and thus facilitating learning better than some other introductory Coursera courses. That said, the final assignment in Week 4 is an overkill, and the estimated duration needed of 2 hours is a severe underestimation, especially taking into account the fact that it is also peer-reviewed, requiring not 1 but 3 reviews. If you are taking this course with a deadline in mind, do leave plenty of time for the peer-reviews to come in.

创建者 Eric B

Feb 6, 2018

This course has great potential, but as of February 2018, it is still not fully fledged out: the lectures focus on general SQL examples with data science mostly in the background. The part that I found the most relevant with regards to data science was the final peer-reviewed project. Sadly, the studied data set was badly truncated to an arbitrary size of 10,000 records in each table, without taking into account relationships between records, which made most attempts at any kind of analysis dubious.

创建者 Jack G

Dec 13, 2019

There were times that I felt like I didn't understand the material enough and the examples were sometimes lacking. Also the final assignment was really poorly worded so it could be difficult at times to understand what the questions were asking for. but overall. it was helpful. If you don't know a thing about coding I would advise that you look somewhere else, since this class expects you to know the basics about coding. However if you are familiar with coding it is passable

创建者 Vitor A M R

Sep 4, 2020

The content of the course was good. Sometimes I got lost during the explanations, because the professor did not point to the board to help us follow what she is talking about.

The assignments also were interesting and helped us understand the theory. However, sometimes the exercises were not clearly written. I also found that there is little support in the Forums, giving the impression this is an abandoned course, which is a disrespect for those who paid for the course.


Aug 30, 2021

The initial classes were really good. But from Week 3 onwards, it was getting a little complex. And in the course while showing the examples, the lecture does not show the output because of which everything was bouncing off my head. Similar thing happened in Week 4 classes for a few cases. For a beginner who has not experience SQL at all these issues will badly effect their progress and will leave them clueless making them to think for a different choice of course.

创建者 Cal T

Apr 7, 2020

The exercises were extremely helpful to practise the concepts but I struggle to follow the video tutorials. While it was useful to have the coding / working displayed on the screen, I wanted to also see the output so I know what it will look like. The Peer Review assessment was also hard to work on as some of the questions were not worded clearly. Otherwise, I do think this course met expectations and I have a much better understanding of what SQL can do now!