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214-pa3 icon 214-pa3

Systems Programming Indexer Assignment

amazon_sentiment_analysis icon amazon_sentiment_analysis

Building classifiers, applying them to analyzing product sentiment, and understanding the types of errors a classifier makes.

predicting_classes_rf-dt icon predicting_classes_rf-dt

Predicting the manner in which people did exercises using data from accelerometers on the belt, forearm, arm, and dumbell of 6 participants using random forest and decision trees (using R).

recommending-songs icon recommending-songs

Building recommender systems to find products, music and movies that interest users. Building an iPython notebook for recommending songs, which compared the simple popularity-based recommendation with a personalized model, and showed the significant improvement provided by personalization.

retrieving_wiki_articles icon retrieving_wiki_articles

Using nearest neighbors and clustering to retrieve documents that interest users, by analyzing their text. Exploring two document representations: word counts and TF-IDF. Building iPython notebook for retrieving articles from Wikipedia about famous people.

udemy-docker-mastery icon udemy-docker-mastery

Udemy Course to build, compose, deploy, and manage containers from local development to high-availability in the cloud

writing-docs icon writing-docs

Supplemental material for Udacity's "Writing READMEs" course

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