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Last Updated: September 25, 2026
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Text Analysis - Text similarity of Entity Resolution - Weighted bag-of-words - Cosine similarity - Scalable Entity Resolution ... Notebook usage - Intro to spark and pySpark API - Using RDDs - Lambda functions - RDD actions, transformation, caching ... Review - Math review - Numpy and Spark - Lambda functions. Feature Hashing - One-Hot Encoding (OHE) - OHE Dictionary - Prediction and log loss evaluation - Feature reduction More info: ... Create a RDD and pair RDD - Counting words - Finding unique words and mean value - Reference to regular expressions ... Read, parse, and visualize dataset - Baseline model - Train linear regression - Hyperparameter tuning - Features interaction. Tim Fogarty, Commissioner of MLH, has compiled a ton of Dawson Botsford, MLH Coach and Co-Founder of HackCU, knows just how bad a food line can get. Don't let it happen to you! Please complete the videos, exercise, and lab before the session on Thursday. Jul 14 - Virtual session - Intro ...
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