These are chat archives for FreeCodeCamp/DataScience

1st
Apr 2017
Amelia
@apottr
Apr 01 2017 00:13
Ahh, I heard about this stuff
however, how intelligent is the restricted content model?
Alice Jiang
@becausealice2
Apr 01 2017 00:17
Only YouTube knows. They've not been at all transparent about what's been happening.
Amelia
@apottr
Apr 01 2017 00:18
Yeah.
Alice Jiang
@becausealice2
Apr 01 2017 00:19
They're explanation of why RM was blocking people was unfairly was "Our system sometimes make mistakes in understanding context and nuances when it assesses which videos to make available in Restricted Mode."
So basically people asked "Why was it doing this" and they responded "because it was doing this"
Amelia
@apottr
Apr 01 2017 00:19
That sounds like bullshit
Alice Jiang
@becausealice2
Apr 01 2017 00:19
they don't even provide a complete list of features considered by the algorithms
and more than one of the features they do mention rely heavily on user feedback and creator input (descriptions and tags and such) which are some of the ugliest and most easily corrupted types of data :/
Of course it was going to find patterns in mature content that it shouldn't have found.
It's like releasing a child into a room for the sake of policing behavior
Amelia
@apottr
Apr 01 2017 00:23
i guess it just goes to show why you have to properly clean and wrangle your training data
Alice Jiang
@becausealice2
Apr 01 2017 00:24
Who knows what kind of preparation was done? They're taking that secret to their quickly approaching grave :joy:
Amelia
@apottr
Apr 01 2017 00:31
yeah this isn't great for them
Anurag Lahon
@anuraglahon16
Apr 01 2017 15:35
what are skills needed in python for data science @apottr
Alice Jiang
@becausealice2
Apr 01 2017 17:06
@anuraglahon16 depending on what you do and what frameworks and APIs you use you can get away with basic syntax, though it's no advisable to just stop there.
Anurag Lahon
@anuraglahon16
Apr 01 2017 17:07
what are the framework and APIs @becausealice2
Alice Jiang
@becausealice2
Apr 01 2017 17:09
I'm not going to list them all...
Anurag Lahon
@anuraglahon16
Apr 01 2017 17:11
popular one @becausealice2
Alice Jiang
@becausealice2
Apr 01 2017 17:11
Same problem.
There are too many
Do some research
Anurag Lahon
@anuraglahon16
Apr 01 2017 18:37
yeah can startups is made using datascience