Apr 09, 2020
This course covers a lot about the data pre-processing, and the tools available in Google Cloud to enable the gruelling tasks. Thanks very much for the lectures and training labs. Very informative.
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.
par KAMASANI V R•
Jun 22, 2020
This course helped me in exploring the google platform in terms of data visualization, feature engineering techniques etc. Thank You.
par 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.
par Meynardo J•
Jul 28, 2018
Very good stuff on feature engineering overall. Feature cross was new to me and looked very promising, and tf.transform was awesome.
par Omar M•
Mar 23, 2020
very intresting and insightful ideas about data preprocessing and a great introduction to different tools to execute pipelines.
par 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!!
par Anupam S•
Dec 02, 2019
Detailed explanations and examples. At places the explanations and intertwined topics do get convoluted, but overall good.
par Harold M•
Sep 26, 2018
Excellent course! One of the most important in this specialization.
I learned a lot!
Thank you very much Google Team!
par Sri B•
Aug 15, 2019
Being a beginner I felt very difficult to understand concepts taught in this course.But the content was awesome
par Wayne R•
Aug 07, 2019
This course definitely shows the value of the GC and TF tools and provided insight into building ML systems
par kai w h•
May 25, 2020
Really Good! I learnt so much! I'm really thankful for having such a great teaching team. thank you!
par Mark B•
Dec 26, 2018
Very useful. Good job.
Hands-on parts could be broken into smaller chunks with longer de-briefs.
par Juan P D P•
Aug 31, 2018
A highly sofisticated course about feature engineering and tensorflow union with tf.transform.
par Aditya h•
Aug 14, 2018
Best course in the series so far! liked the labs, a bit heavy and challenging at the same time
par Hua S•
Mar 11, 2019
Hope all the materials in this course will be updated soon. However , thanks to all of you!
par Stephen P•
Jun 14, 2018
Very informative, however in part 5 (iirc) the lab did not match up with the summary video
par Wolfgang G•
Jul 22, 2018
Very, very comprehensive deep dive into the "real" stuff. tf.transform truly rocks, guys!
par Sanjay K•
Jun 06, 2018
Very Detailed and good for individuals who do not have statistical background. Thank you.
par Gustavo M•
Aug 27, 2018
Probably the most important part of the specialization, and where I learned the most
par Badhan S•
May 01, 2020
I like this course very much. It saves me a lot of time about features selection.
Oct 24, 2018
If you want to become AI and Data Engineering jobs, It is really helpful for you.
par Ilias P•
Nov 02, 2018
It was the most difficult from all 4 until now, BUT it was worthing the effort!
par Morris C•
Oct 28, 2018
It worth to take 2nd times for practice in real world ML feature engineering.
par Nir P•
Mar 08, 2020
Excellent course. Explained very clearly. Have examples on how to do things.
Feb 03, 2020
Had some problems with a few of the labs but the course was very informative
par Gary T•
May 30, 2019
Every aspiring Data Scientist or data analyst MUST take this certification!!