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rupesh p's Discussions
Prediction using linear regression
Started this discussion. Last reply by Sagar Diwakar Uparkar Nov 24, 2016. 3 Replies 0 Likes
Hi Everyone,Prediction of count(bike renting):I have 12 variables, out of which one is dependent variable which should be predicted from others. I implemented Step-wise for selection of variables in…Continue
Tags: modelling, predictive
rupesh p's Page
Profile Information
- Company:
- CGI Group Inc
- Seniority:
- Student
- Job Function:
- Business Analytics, Predictive Modeling, Data Mining, Quant, Statistical Programming
- Industry:
- Information Technology
- Short Bio:
- You can call me as Rupesh. At present I am pursuing my Master's in Computer Science at UNC Charlotte where my specialization being "Data science and data management". My objective is to be in filed of data analysis, data mining,data management, statistical computing of data.
I am very much interested towards playing around the data which needs domain knowledge, analytical skills, problem solving skills and technical skills, so its bit of all skills together. My passion towards data analytics has begun when i started my career as a fresher in CGI Group under BI_EDW (Business intelligence and enterprise data warehousing). So in order to improve my skills further in this particular field i am pursuing my master's in computer science.
- LinkedIn Profile:
- http://www.linkedin.com/pub/rupesh-p/27/5a2/b75/en
- Interests:
- Finding a New Position, Networking
Rupesh p's Blog
Predictive models in Digital marketing
Posted on July 30, 2015 at 2:20pm 2 Comments 0 Likes
if someone has good understanding of metrics of paid search campaign in digital marketing--
Can we predict Click through Rate(CTR),Cost per Click(CPC) and impressions of a campaign in future?
What kind of modeling is good for this prediction? Regressions analysis is what i use but its accuracy levels changes with different campaigns as different campaign behave differently. We can see all the metrics changes with time, there will be irregular trends and all the metrics are…
ContinueTime issue in creating a huge data frame from MongoDB collection
Posted on June 29, 2015 at 2:14pm 2 Comments 0 Likes
I am using R for building a predictive model. My data is stored in mongoDB collections. So i connected to MOngoDB using R to get the data and creating a dataframe in R by converting the BSON values to list and storing about 64567 records using a cursor, which took about 15 minutes.
Its taking more time to create the dataframe everyday. Did anyone over here worked in similar situations? How did you…
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