Python programming concepts that made my code efficient!Use these magic commands to empower your…How Automated Data Validation using Pandera Made Me…
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Model Risk Management in the Age of AI
77% of financial services industry professionals expect AI/ML to be extremely important to their business by 2022, while only 16%…
Continue ReadingCNN Application-Detecting Car Exterior Damage(full implementable code)
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Continue ReadingUsing Random Forest to tell if you have a representative Validation Set
Well, all it really means is that your training and validation data sets are similar, i. e. follow the same…
Continue ReadingCross Validation: A Beginner’s Guide
Cross Validation: A Beginner’s GuideAn introduction to LOO, K-Fold, and Holdout model validationCaleb NealeBlockedUnblockFollowFollowingMay 24By: Caleb Neale, Demetri Workman, Abhinay…
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Why and How to do Cross Validation for Machine LearningGeorge SeifBlockedUnblockFollowFollowingMay 24Cross-validation is a statistical technique for testing the performance of…
Continue ReadingCareful! Looking at you model results too much can cause information leakage
Looking at you model results too much can cause information leakagePaul MayBlockedUnblockFollowFollowingMay 2It’s always to use as much data as…
Continue ReadingCareful! Looking at Your Model Results Too Much Can Cause Information Leakage
Looking at Your Model Results Too Much Can Cause Information LeakagePaul MayBlockedUnblockFollowFollowingMay 2It’s always to use as much data as…
Continue ReadingDefensive PowerShell
Defensive PowerShellFailing Fast with Validation AttributesChristopher KuechBlockedUnblockFollowFollowingApr 13Attributes are tags developers add to their code to dictate information to the…
Continue ReadingDetecting a simple neural network architecture using NLP for email classification
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Continue ReadingA Simple CNN: Multi Image Classifier
A Simple CNN: Multi Image ClassifierUsing Tensorflow and transfer learning, easily make a labeled image classifier with convolutional neural networkIftekher MamunBlockedUnblockFollowFollowingApr…
Continue ReadingHow to build your first Neural Network to predict house prices with Keras
Congratulations!Summary: Coding up our first neural network required only a few lines of code:We specify the architecture with the Keras…
Continue ReadingA Gaussian Approach to detection of Anomalous Behavior in Server Computers
A Gaussian Approach to detection of Anomalous Behavior in Server ComputersLet’s detect the anomaly…Navoneel ChakrabartyBlockedUnblockFollowFollowingMar 24Anomaly Detection is a different variant…
Continue ReadingRemote validation of complex forms with angular
Remote validation of complex forms with angularDavid IblBlockedUnblockFollowFollowingMar 19Since duplication of business rules is the top most critical smell when implementing…
Continue ReadingBoosting: Is It Always The Best Option?
Boosting: Is It Always The Best Option?Michael Grogan (MGCodesandStats)BlockedUnblockFollowFollowingFeb 28Gradient boosting has become quite a popular technique in the area of…
Continue ReadingWhat To Optimize for? Loss Function Cheat Sheet
I would argue the validation loss is the most important. Validation loss is how we decide “model A is better…
Continue ReadingPredict malignancy in cancer tumors with your own neural network
Roadmap for multi-class sentiment analysis with deep learning
Roadmap for multi-class sentiment analysis with deep learningAman DeepBlockedUnblockFollowFollowingJan 19A practical guide to create incrementally better modelsSentiment analysis quickly gets difficult…
Continue ReadingImplementing a Profitable Promotional Strategy for Starbucks with Machine Learning (Part 2)
Implementing a Profitable Promotional Strategy for Starbucks with Machine Learning (Part 2)Josh Xin Jie LeeBlockedUnblockFollowFollowingJan 8In this series, we will design…
Continue ReadingHow Good is Your Model? — Intro to Resampling Methods
Ha!Cross-validationValidation set approachThis is the most basic approach. It simply involves randomly dividing the dataset into two parts: a training set…
Continue ReadingWill dropout regularization prevents your model to overfit?
We will dive in into the implementation of dropouts and prove if it will prevent overfitting.900 images of clothing (greyscale)…
Continue ReadingHow I improved a Human Action Classifier to 80% Validation Accuracy in 6 Easy Steps
The ensemble achieved a validation accuracy of 0.821 which is a significant improvement from the baseline paper’s accuracy of 0.672.Background…
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