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Big Data for Predictive Modeling

$1500-3000 USD

Closed
Posted about 7 years ago

$1500-3000 USD

Paid on delivery
I need a software developer or programmer who can build a predictive model, perhaps using the Microsoft R platform. An example of what I want to do: 1. Build a predictive model of buyers based on a) client list 'a', b) non-clients 'b', such that I can subsequently bring another list 'c' and compare it to the model to determine who in the list most resembles 'a'. An example of someone who is doing what I want to do can be found at this link: [login to view URL] Typical data size for 'a' might be 500 records with 30 data points each Typical data size for 'b' might be 5,000 records with 30 data points each Typical data size for 'c' might be 5,000 records with 30 data points each The right candidate will have a strong software development background, understanding of predictive modeling, statistics, artificial intelligence, and analytics. Thank you for your interest.
Project ID: 13696793

About the project

19 proposals
Remote project
Active 7 yrs ago

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19 freelancers are bidding on average $5,825 USD for this job
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Hi, I am Python developer with 6 years experience working on web scraping and data mining as well as building useful scripts for my clients. I just checked the description you have provided regarding the project and would be a pleasure to assist you on your project. I will work with full dedication to give you the best output within the desired timeframe. I can use Python since it has many powerful libraries such as pandas, numpy, scipy and sklearn. I look forward to hear from you and a long term relationship ahead. Wishing you a great day ahead. Regards, Ramzi
$2,500 USD in 15 days
5.0 (72 reviews)
6.8
6.8
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We need to build 'Propensity to Buy' model here. I can help you with this and many more. Sample works: 1. Segmenting the email subscribers based on their behavior to the campaigns. This will help prioritize the base, send targeted campaigns and engage them in an effective way 2. RFMRT segmentation - Recency, Frequency, Monetary, Range, Tenure 3. Product recommendation engines (associating customer demographics, past products purchased etc.) for effective cross-sell and up-sell that in turn increase the customer lifetime value. This is called Affinity analysis (aka Market basket analysis in retail) and helps merchandise products and services better. 4. Advanced segmentation using k-means clustering 5. Modelling the conversion of a website. In other words, understanding the drivers of conversion - promo effect, holiday effect, referral traffic mix etc. What are the factors that impact your site conversion: marketing spends (top of the funnel vs. bottom of the funnel), seasonal effects, promotion effects etc. 6. Online Marketing Mix modelling 7. Building a lead scoring model. We will be scoring each lead on its propensity to convert. This will help utilize your sales resources efficiently RETAIL / CUSTOMER ANALYTICS Customer Segmentation (RFM, Behavior-based etc.) Market Basket Analysis (Cross-sell) Churn Prediction Marketing Mix Modeling Loyalty Analytics (CLV etc.) Web Analytics
$3,000 USD in 20 days
4.2 (8 reviews)
6.6
6.6
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Hey, I'm James a developer from London. Your project caught my eye and I'd like an opportunity to discuss it further with you. Please feel free to read reviews and look at examples of my work. Cheers
$2,500 USD in 30 days
5.0 (1 review)
5.2
5.2
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Hello, I have read what you exactly need, however I would like to ask you a few questions. I do work smart and do not rest until I get the job done. Please feel free to ping me anytime so we can have a detailed discussion and finalize our budget and timeline. I will deliver in best possible way. Thank you.
$2,500 USD in 30 days
5.0 (2 reviews)
4.7
4.7
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Expert in Big Data. Have a Master's degree in system analysis (Math, Statistics and IT related) and more than 4 years of experience in this field. Professional, reliable and responsible.
$1,500 USD in 3 days
5.0 (19 reviews)
4.7
4.7
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Dear there Thank you for posting this project. I'm Hoang and I'm experience and hard-working developer. Could you please tell me more information about data point's properties in details? I understand you need someway to predict future clients, but we need some information/property to compare and analysis.... Looking forward to hear from you. I'm very serious Thanks & B/R
$1,555 USD in 25 days
4.8 (1 review)
3.9
3.9
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Hi I am a very experienced statistician and analyst. I have completed several PhD level thesis projects involving advanced statistical analysis of data. I have worked with data from several companies and have done projects involving high level quantitative analysis and data interpretation skills to study the trends, time behaviour and compare the variables in the data. I can do advanced level analysis in SPSS, R, WEKA, TABLEAU and excel tools like machine learning, hypothesis testing, forecasting, T-test, ANOVA etc. Looking forward to discussion, Best Regards, Suyash
$5,000 USD in 30 days
3.6 (11 reviews)
5.4
5.4
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Hello, I have all the skills and experience that makes me a competitive candidate for this post. I have had an ideal prospect and am ready to accept any new challenges that may be put in front of me. If given an opportunity to work for your company I will fulfill the given work with utmost dedication and loyalty. Deliver more than 100+ successful projects of various software and web application with related to logistics, sales, and maintenance, medical and other related industries. My key skills: •Java,Hadoop,Big Data, Cassandra,Angular.JS •Hive,Map Reduce,Pig,Hbase,Clouedera,Scala •HTML, CSS, HTML5, MySQL, NoSQL, MongoDB, AJAX •Client-side scripting, Server-Side Scripting •Spark,Kafka,Mule,JavaFX,JavaScript, jQuery, My Freelancer Profile: https://www.freelancer.in/u/punitpuneet2008.html I would like to request you to write back to me along with your preferred time and medium to get in touch and take this opportunity forward. I am looking forward to you & I hope to hear from you soon. Thanks and regards, Hemant Joshi
$1,795 USD in 17 days
4.7 (4 reviews)
3.4
3.4
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In the bid amount , I can provide the website version , android application , ios application with one year support . I am available on all days to discuss and shall provide 2 work updates per week ( Tuesday and Friday ). You can release the payment as per milestones and after the milestone work is complete.
$1,500 USD in 33 days
0.0 (0 reviews)
0.0
0.0
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This is REALLY freaky but I already developed a product JUST like this and its an Ai product that I tied to IBM Watson, you gotta see it work really cool stuff. If you want I can sell it to you.
$2,500 USD in 30 days
0.0 (0 reviews)
0.0
0.0

About the client

Flag of UNITED STATES
Gallatin, United States
5.0
83
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Member since Feb 17, 2009

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