ShikhaIIMA

ab-framework-worked-example

Notes and Python scripts for A/B or Split Testing

Ad-Fraud-Detection-Literature

Collection of research articles on ad fraud detection in digital advertising via data mining and machine learning techniques

Cognitive-Load-Detection-Ubittention

Machine Learning classifiers built to recognise 2 levels of cognitive load from sensor data of wearable wrist band (Microsoft Band 2) .

DataCamp_Introduction_to_Airflow

This is a memo to share what I have learnt in Apache Airflow

deploying-machine-learning-models

Code for the online course "Deployment of Machine Learning Models"

HR-Analytics

This code predicts risk of attrition for employees based on demographic and work behaviour based variables.

Interpretable-machine-Learning-Using-LIME

Interpretable-ML

lime_stability

Supply-Chain-Forecasting

Forecasting demand in multi-echelon supply chain using statistical and machine learning methods

ShikhaIIMA/Cognitive-Load-Detection-Ubittention

Machine Learning classifiers built to recognise 2 levels of cognitive load from sensor data of wearable wrist band (Microsoft Band 2) .

ShikhaIIMA/Supply-Chain-Forecasting

Forecasting demand in multi-echelon supply chain using statistical and machine learning methods

ShikhaIIMA/ab-framework-worked-example

Notes and Python scripts for A/B or Split Testing

ShikhaIIMA/Ad-Fraud-Detection-Literature

Collection of research articles on ad fraud detection in digital advertising via data mining and machine learning techniques

ShikhaIIMA/DataCamp_Introduction_to_Airflow

This is a memo to share what I have learnt in Apache Airflow

ShikhaIIMA/deploying-machine-learning-models

Code for the online course "Deployment of Machine Learning Models"

ShikhaIIMA/HR-Analytics

This code predicts risk of attrition for employees based on demographic and work behaviour based variables.

ShikhaIIMA/Interpretable-machine-Learning-Using-LIME

ShikhaIIMA/Interpretable-ML

ShikhaIIMA/lime_stability

ShikhaIIMA/Disaster-Tweet-Prediction

Python Code for prediction of tweet category (disaster/no disaster). text pre-processing (stop word removal, stemming) and binary classification using SVM, Naive Bayes and Decision Tree.

ShikhaIIMA/Image-classification-with-CNN-Tensorflow

Training a CNN to classify dog and cat images using Tensorflow and Keras

ShikhaIIMA/Predicting-Airbnb-host-revenue-in-Seattle

An analysis to suggest pricing strategy for new Airbnb host in Seattle

ShikhaIIMA/Prevelance-Estimation-of-Placenta-Previa

ShikhaIIMA/ShikhaIIMA

Config files for my GitHub profile.

ShikhaIIMA/SQL-FAANG-Questions-Answers

My responses to FAANG SQL questions on datalemur.com