Predicting CPU performance/Automatic detector of spam emails
Budget: €8 – €30 EUR
The project involves 2 different exercises:
The first exercise:
The file Machine_CPU_NN.xlsx contains data with processor characteristics and their
relative performance, as calculated by benchmark tests. The goal of the exercise is to
build a model based on MLP neural networks that can predict the relevant
performance of a processor based on system characteristics.
The 2nd exercise:
The goal of the exercise is to build a filter that autonomously decides when an email is
spam and when it is not. The filter will be based on an MLP neural network which will
receive as inputs various information about the characters and words present in the email
(e.g. frequency of occurrence of certain words, frequency of occurrence of certain
characters, etc.) and will return the decision about whether the email is spam or not.
The entire description for each exercise, steps required and files needed will be given in a zip file bellow.
- Expertise in Matlab programming language
- Experience in data analysis and machine learning
- Ability to work independently and meet project deadlines
- Strong communication and collaboration skills
The first exercise:
The file Machine_CPU_NN.xlsx contains data with processor characteristics and their
relative performance, as calculated by benchmark tests. The goal of the exercise is to
build a model based on MLP neural networks that can predict the relevant
performance of a processor based on system characteristics.
The 2nd exercise:
The goal of the exercise is to build a filter that autonomously decides when an email is
spam and when it is not. The filter will be based on an MLP neural network which will
receive as inputs various information about the characters and words present in the email
(e.g. frequency of occurrence of certain words, frequency of occurrence of certain
characters, etc.) and will return the decision about whether the email is spam or not.
The entire description for each exercise, steps required and files needed will be given in a zip file bellow.
- Expertise in Matlab programming language
- Experience in data analysis and machine learning
- Ability to work independently and meet project deadlines
- Strong communication and collaboration skills