The trainer was excellent. The course is very full and it's a bit of a challenge to really listen and understand what is being explained and write the code. A virtual machine option would be good over installing software. Within some organisation, installing software on work pc's is not allowed and a bit of an issue. For this class I had the software on my personal laptop hot spotted to my phone, with the teams meeting on the work PC. Which means II couldn't copy cope snippets from the chat.

I would suggest to shorten the lunch to 45 mins instead of 1 hr. Also, I would suggest may be you can ask the students have any issue to access the portal. If none of them have issues, then I do not see the values to go through that for about 15 mins if everyone knows. Instead of going through the examples quickly, I suggest may be you can explain to student why you do that (the changes before and after implementing another new syntax/commands), then I believe students will be more easily to understand what is the purposes of that functions/commands/syntax.

Looking or to the Advanced course =)

Many thanks Ulfa, the session very clear and easy to follow

Session was really engaging, pacing was spot on and the level of support was appreciated.

Good lesson for me to pick up Python data manipulation, I can relate it to the skill of SQL which is really helpful. The session was good. I like the way the instructor explained in systematic way.

Ulfa is very knowledgeable and clears all our questions.

Ulfa was fantastic. The session was informative and super easy to follow. The different sections were logical and flowed well.

Ulfa, you were great! Really engaging and explained everything really clearly and went through all the content very well. Really learned a lot.

Overall, fantastic course and I'd highly recommend it. Comparison to the beginner course, there was a huge amount more content to cover and Nick found himself going off book a bit to allude to the shinier stuff we can do later on which was great but due to the structure of the course it slowed him down a bit overall and left me confused from time to time in parts, stitching together the course work to catch up. In terms of the course structure, probably needs an update to align for at least a later version of pandas so we can all work with the same version at the start. Additionally setting it up to run all installs and imports at the start of the day would have been ideal so there was no lag in the course.

Thank you, Nick, for your time and effort.

Did an excellent class, explained very well. Highly recommend.