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Reboot
Fill in the blanks.
. he problem methodology can be applied to real life problems as ell.
. istorical data in hich the desired outcome is already kno n is called .
. In the modelling stage, the data scientist ill construct or models.
. he methodology for model building and deployment is an process.
a Brainy Fact
nvision, the a ard inning iO and Android smartphone app that allo s blind and visually impaired
people to independently access visual information around them, announced plans to integrate its AI
po ered soft are technology into oogle lass in arch . he combination of nvision's soft are
and oogle lass gives blind and visually impaired users a substantially less invasive and hands free
manner of accessing the orld around them, giving them greater freedom and independence to
access and 'see' the orld around them.
Experiential Learning
Video Session
can the code or visit the follo ing link to atch the video o nvision orks
https .youtube.com atch v eh nq o t s
After atching the video, ans er the follo ing question
o does envision glasses help the visually impaired people
Model Validation
here are mainly t o types of validation methods hich are rain est plit valuation and ross alidation. et us learn
about them in detail.
T r ain T est S plit Evaluation
he train test procedure measures the performance of machine learning algorithms hen they need to make predictions
on data that as not used to train the model. hile it is quick and easy to use, it is only suitable for huge data sets. he
train test split cannot be utilised hen the data sets are small and additional configurations are required, such as hen
the data set is not balanced.
C apstone P roj e ct

