what to expect from a face to face Data science interview, after taking an online aptitude test and an assignment [closed] - data-science

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I don't know if this is the right place to ask this question, I applied for a data science job, I was given an aptitude test to complete and a data science question to solve, so three days ago, I was told to make myself available for a face to face interview. now am kind of confused I don't know what else to expect during the interview. any help, please.

Expect to be asked some basic domain questions
you be might be asked on my you choose this career path
if you have been giving an assignment you might be asked to explain it
they might test your soft skills

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Steganography in Doom 2016 [closed]

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For the last couple of weeks i'v been trying to replicate the method in which Id Technologies used to hide hidden messages inside their own songs. For reference: https://youtu.be/yzFit0nldf4 .
I'm not sure if this was made by solely a software or a very smart use of heavy musical instruments, but that's what im trying to find out.
Using softwares like coagula might do a similar thing, but the brilliancy was how the coded sound was hidden. If you attempt to hear rendedered output it would sound obvious and aweful...
So, my question is: does anyone know how they did it?

Which one is better for learning an IDE or Online compilers? [closed]

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Please suggest me a good option between an IDE/Online compiler. As a beginner, I would like to have knowledge regarding an organized method for coding also most comfortable between the above
Maybe you should check this answer: https://stackoverflow.com/a/4331490/12703498
It doesn't apply only to .net IMO. It really depends what and how you want to learn programming languages.
As a beginner, I would like to have knowledge regarding an organized method for coding also most comfortable between the above
Tech lead and experience will teach you this better than anything else.

Is"always" a workable term to describe the uptime of a server? [closed]

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since me and my colleagues had a discussion about this, I wanted to ask, if you would use the term "always" to describe the uptime of a server in a requirement.
Example:
The server should be always reachable.
Since, in my opinion, alsways can't be measured, I would rather write the requirement like this:
The uptime of the Server should be >= 99%.
Thanks in advance!
Do not use always, it isn't possible to achieve. Uptime is discussed in terms of nines: https://en.wikipedia.org/wiki/High_availability#%22Nines%22
Amazon S3 for example, offers 4 nines of availability (99.99%).
Look at: https://uptime.is/ to fully understand how much downtime you are allowed for a given sla.

Make obsolete v delete classes [closed]

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I have phased out a few classes from a project and removed all references to them. Is it better practice to make them obsolete or delete them from the project?
I am a sole developer of this system. I have spent some time Googling this and I have also looked at a few articles on MSDN. However, I cannot find the answer to my specific question.
If nobody else is using your system it is redundant to keep this classes/methods.
Deprecating classes/methods is usefull if you got some clients of your code and you do not want to make their code crash. You are deprecating classes/methods then to indicate that new users should use something else.

VBA Code Analysis Tools [closed]

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Are there any good code analysis tools for VBA code? I currently utilize MZ Tools, which is quite good at what it does, but am looking for better analysis.
I've not used any of these myself, but they appear to be what you are looking for:
http://www.fmsinc.com/MicrosoftAccess/VBACodingTools.html
FMS's president, Luke Chung, is a (former?) Microsoft MVP and is generally well-regarded.
I used to quite like Aivosto's tools ; http://www.aivosto.com/
They are quite expensive, but also very thorough.