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OA
Nov 26, 2018
It's a pretty interesting course, specially that's the only one that teaches featuring engineering with a focus on production issues, but it assumes some knowledge with apache beam, and dataflow.
TY
Sep 23, 2019
Feature engineering is important but less discussed compared to general ML or DNN. Feature cross is a new concept and yet very useful for dealing with large datasets.
1 - 特色工程 的 25 個評論（共 115 個）
創建者 Stephen R
•Aug 27, 2018
A lot of the code, did not work.
創建者 Yasim K
•Sep 12, 2018
The tf.transform and Apache Beam concepts are not explained in simple ways.
Also the lab jumped from simple programs to complex programs.
創建者 Sudesh A
•Jul 28, 2018
The videos are good and better than the last two courses in the specialization; however, the labs lack proper instructions and not that helpful. This course seems like more of an advertisement for Google Cloud Platform than feature engineering: details of engineering part is hardly covered in the course; more emphasis is on demonstrating on how to do it on GCP.
創建者 Ian M
•Jul 27, 2018
Had a lot issues with the quiz grader.
創建者 Martin A K
•May 31, 2019
Would appreciate more guidance on the exercises
創建者 Mike W
•Jun 22, 2019
The notebook based demos are unfortunately pretty useless as labs. All of these courses would be much improved with real labs that require the student to build the system.
創建者 Robert U
•Jun 11, 2019
The assessments do not actually require writing any code; you just execute the given code blocks. Little knowledge will be retained unless students actually write code and solve problems, even for the motivated ones who read through all the given code.
創建者 SULTHAN M N
•Jan 18, 2019
had a great experience
創建者 Eric
•Feb 02, 2019
Learned a lot
創建者 Patxi G
•Mar 07, 2019
The content is great, not just from a technical point of view but for all the know-how that the different instructors share during in the videos and labs.
創建者 Hua S
•Mar 11, 2019
Hope all the materials in this course will be updated soon. However , thanks to all of you!
創建者 Raja R G
•Dec 07, 2018
Learned lots of stuff on feature engineering
創建者 Mark B
•Dec 26, 2018
Very useful. Good job.
Hands-on parts could be broken into smaller chunks with longer de-briefs.
創建者 Sujeethan V
•Apr 02, 2019
Great, Labs were redundant at times.
創建者 Stephen Y
•Apr 06, 2019
Great teaching
創建者 Putcha L N R
•Jan 13, 2019
Amazing course! Gives insight into one of the most important part of solving Machine Learning problems; feature engineering!!
創建者 Mario R
•Jan 13, 2019
This course should be mandatory for any ML practitioner. It teaches you that ML is not only about throwing whatever you want to (sort of) a model and expect to get reasonable results. It is about getting to know your problem and squeeze the data available.
創建者 Stephen P
•Jun 14, 2018
Very informative, however in part 5 (iirc) the lab did not match up with the summary video
創建者 Vishal K
•Jun 18, 2018
Comprehensive Overview on Feature Engg
創建者 Marc-andre B
•Jun 14, 2018
Great course except for the sneaky quiz for dataprep
創建者 Giovanni S
•Jun 02, 2018
Great course. A bit more difficult than the other 3, because the topic is more complex. Once finished the course you'll get the big picture. It may take some time to digest all little details, but everything is very well explained in a more than exhaustive way. Teachers are also very engaging and never boring. Highly recommend to anyone interested in the topic!
創建者 Carlos V
•Jul 01, 2018
Excellent Course and advice from experts about Feature Engineering and data pipelines utilizing advanced processes on GCP, thanks to Google and Coursera.
創建者 Jun W
•May 28, 2018
This course is a little bit harder than the former three courses. But the intuition of feature cross and embedding is very inspiring.
創建者 Serhan A
•Jun 05, 2018
Great series!
創建者 Sanjay K
•Jun 06, 2018
Very Detailed and good for individuals who do not have statistical background. Thank you.
