Pinned Repositories
ab_testing_sample_size_calculator
Code for calculating sample sizes for A/B tests based on power analysis.
auto_complete_server
Implementation of an auto-complete system using the 'Trie' or 'Prefix tree' data structure, including NLP-based text normalization.
BART_project
MSAN 691 HW # 3: BART Data Processing
data_visualization
deep_learning_nyc_taxi_trips
We plan to use structured deep learning to build a model that predicts the trip duration of NYC taxis.
deep_learning_sentiment_classification
TensorFlow - LSTM for Sentiment Classification: Training a variable length sequence classification model.
shopsmart
Identifying & Scoring Topics in Amazon Reviews to Facilitate Informed Purchases
topic_modeling_news_articles
Topic modeling applied to a corpus of news articles. This was an NLP-based take-home interview challenge.
visualizing_review_networks
Where to eat in Las Vegas: Topic Models, Networks, & Yelp Reviews
Collaborative-Filtering
kunal-kotian's Repositories
kunal-kotian/ab_testing_sample_size_calculator
Code for calculating sample sizes for A/B tests based on power analysis.
kunal-kotian/deep_learning_nyc_taxi_trips
We plan to use structured deep learning to build a model that predicts the trip duration of NYC taxis.
kunal-kotian/topic_modeling_news_articles
Topic modeling applied to a corpus of news articles. This was an NLP-based take-home interview challenge.
kunal-kotian/visualizing_review_networks
Where to eat in Las Vegas: Topic Models, Networks, & Yelp Reviews
kunal-kotian/auto_complete_server
Implementation of an auto-complete system using the 'Trie' or 'Prefix tree' data structure, including NLP-based text normalization.
kunal-kotian/BART_project
MSAN 691 HW # 3: BART Data Processing
kunal-kotian/data_visualization
kunal-kotian/deep_learning_sentiment_classification
TensorFlow - LSTM for Sentiment Classification: Training a variable length sequence classification model.
kunal-kotian/shopsmart
Identifying & Scoring Topics in Amazon Reviews to Facilitate Informed Purchases
kunal-kotian/funnel
Funnel assignment
kunal-kotian/MSAN601_Housing_Study
kunal-kotian/MSAN_691_SQL_HW_4
kunal-kotian/python3-useful-coding-patterns
Occasionally I run into some nice coding patterns in Python. I'll keep adding them in a notebook here as I encounter them.
kunal-kotian/wsmd_music_rec