Angel \”Java\” Lopez on Blog

December 29, 2015

Machine Learning: Links, News And Resources (14)

Filed under: Artificial Intelligence, Links, Machine Learning — ajlopez @ 9:02 am

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Predictive Analytics : Prediction of Mortgage Risk (Part 1) | Manoj Kumar
https://mkmanu.wordpress.com/2014/08/22/predictive-analytics-prediction-of-mortgage-risk-part-1/

Machine Learning to predict low risk loans by BigML
http://www.bigdataspain.org/2014/conference/machine-learning-to-predict-low-risk-loans-by-bigml

How Machine Learning & Data Analytics Are Revolutionizing Credit & Risk | Money20/20
http://www.money2020.com/content/how-machine-learning-data-analytics-are-revolutionizing-credit-risk

Prediction of consumer credit risk
http://cs229.stanford.edu/proj2014/Marie-Laure%20Charpignon,%20Enguerrand%20Horel,%20Flora%20Tixier,%20Prediction%20of%20consumer%20credit%20risk.pdf

Machine Learning to predict low risk loans by BigML – POUL PETERSEN at Big Data Spain 2014 – YouTube
https://www.youtube.com/watch?v=wvhqcMse70c

Peer Lending Risk Predictor
http://cs229.stanford.edu/proj2014/Kevin%20Tsai,Sivagami%20Ramiah,Sudhanshu%20Singh,Peer%20Lending%20Risk%20Predictor.pdf

Future of Consumer Lending Belongs to PhDs, Risk-Takers – Bank Think Article – American Banker
http://www.americanbanker.com/bankthink/machine-learning-big-data-thin-credit-files-1048802-1.html

Credit Risk Assessment Using Statistical and Machine Learning: Basic Methodology and Risk Modeling Applications. – ResearchGate
http://www.researchgate.net/publication/5144412_Credit_Risk_Assessment_Using_Statistical_and_Machine_Learning_Basic_Methodology_and_Risk_Modeling_Applications

Consumer Credit-Risk Models Via Machine-Learning Algorithms
http://www.researchgate.net/publication/257211751_Consumer_Credit-Risk_Models_Via_Machine-Learning_Algorithms

Applying Machine Learning to Peer to Peer lending – DataLab.lu
http://datalab.lu/blog/2015/03/11/applying-machine-learning-to-peer-to-peer-lending/

What machine learning models are typically used for credit risk?
https://www.reddit.com/r/MachineLearning/comments/2e40bs/what_machine_learning_models_are_typically_used/

Random Forest of ‘Give Me Some Credit’ Survey Results | no free hunch
http://blog.kaggle.com/2012/04/02/random-forest-of-give-me-some-credit-survey-results/

Big Data + Machine Learning = Scared banks
https://pando.com/2012/02/27/big-data-machine-learning-scared-banks/

Using Dataset Transformations and Machine Learning to Assess Loan Risk | The Official Blog of BigML.com
http://blog.bigml.com/2014/01/30/using-dataset-transformations-and-machine-learning-to-assess-loan-risk/

blog.yhathq.com
http://blog.yhathq.com/posts/machine-learning-for-predicting-bad-loans.html

Credit Risk Modeling – A Machine Learning Approach
http://www.geniqmodel.com/res/CreditRiskModeling.html

Machine learning is becoming commonplace | Dynamic Business – Small Business Advice – Forums | Dynamic Business Australia
http://www.dynamicbusiness.com.au/featured/machine-learning-is-becoming-commonplace.html

Audience Modeling With Spark ML Pipelines | Databricks Blog
https://databricks.com/blog/2015/10/20/audience-modeling-with-spark-ml-pipelines.html

My Links
http://delicious.com/ajlopez/machinelearning

Stay tuned!

Angel “Java” Lopez
http://www.ajlopez.com
http://twitter.com/ajlopez

2 Comments »

  1. […] Previous Post Next Post […]

    Pingback by Machine Learning: Links, News And Resources (13) | Angel "Java" Lopez on Blog — December 29, 2015 @ 9:09 am

  2. […] Previous Post […]

    Pingback by Machine Learning: Links, News And Resources (15) | Angel "Java" Lopez on Blog — February 18, 2016 @ 5:27 pm


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