A Collaborative Filtering Movie Recommender in Java
Introduction Collaborative filtering is one of the most popular recommendation engine algorithms for suggesting new products t...
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Data Scientist | Data Engineer
Gentle Introduction to A Fully Connected Neural Network
Deep learning has become increasingly popular thanks to increased availability of computational power and large volumes of labe...
Read the restDeploy Machine Learning Models using AWS Lambda and API gateway
Today we will talk about how to deploy a Python machine learning model using AWS lambda with lambda layers and API gateway. The...
Read the restDeploy Machine Learning Models in AWS EC2
Although I am a big believer of serverless architecture, EC2 instances sometimes may be an easier option for deploying complica...
Read the restCommon Methods for Tackling Imbalanced Datasets
One of the common machine learning classification challenges we face is an imbalanced data set. It can happen for binary and mu...
Read the restDeploying Car Price Model
This post deploys a car price prediction Flask app using an ensemble of a deep learning regressor with categorical embeddings a...
Read the restStopWords and Lexicon Normalization for Sentiment Analysis
Sentiment analysis aids in understanding human behavior for national security, political campaigns, and scientific research. It...
Read the restTransfer Learning for Social Media Marketing
Generally speaking, an average Instagram advertisement costs around $0.50 to $1 per click. In more competitive fields such as t...
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