Design and develop a Distributed Recommendation System on Hadoop in a day
₹600-1500 INR
Cerrado
Publicado hace más de 1 año
₹600-1500 INR
Pagado a la entrega
You are given 2 CSV data sets:
(a) A course dataset containing details of courses offered
(b) A job description dataset containing a list of job descriptions
(Note: Each field of a job description record is demarcated by " ")
You have to design and implement a distributed recommendation system using the data sets, which will recommend the best courses for up-skilling based on a given job description. You can use the data set to train the system and pick some job descriptions not in the training set to test. It is left up to you how you pick necessary features and build the training that creates matching courses for job profiles.
These are the suggested steps you should follow :
Step 1: Setup a Hadoop cluster where the data sets should be stored on the set of Hadoop data nodes.
Step 2: Implement a content based recommendation system using MapReduce, i.e. given a job description you should be able to suggest a set of applicable courses.
Step 3: Execute the training step of your MapReduce program using the data set stored in the cluster. You can use a subset of the data depending on the system capacity of your Hadoop cluster. You have to use an appropriate subset of features in the data set for effective training.
Step 4: Test your recommendation system using a set of requests that execute in a distributed fashion on the cluster. You can pick a set of 3-5 job descriptions in the data set to show how they are executed in parallel to provide corresponding course recommendations.
Hi
Greetings!
I am available right now for the project discussion and can start the project
on an immediate basis. I have understood your project requirement
I have7++ experience in design and development. I can handle projects from small
styling to full development from scratch. I will provide a good result in a short time
and satisfy you fully.
We have experienced developers in
Java
Python
Big Data Sales
Hadoop
Map Reduce
WHY-ME:
» Ready to Start as Immediate& Proper Testing.
» Keep your Data & Website Secure: Daily Progress Updates.
» You will get 30-days FREE BUG-SUPPORT even after Project-Completion
Please give me in touch and let's discuss more detail about your task via chat.
Project milestones will be decided during chat
Thanks and Regards
Arpit Jain
Black Grapes Softech