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building_sql_database_-_dash_app_for_job_listings

classifying-painting-art-style-with-deep-learning

Classifying painting into art style using transfer learning

classifying_movie_genres_based_on_overview

How do you classify movies when each movie falls into multiple genres and when there is no clearly defined boundary between each classification?

clustering-twitter-users

Perform unsupervised clustering of Twitter users through Social Network Analysis based on their newspaper article retweet behavior. Performed Topic Modeling of the articles to group articles into 5 topics. The topics were then used to make vectors for each user node, which were then used to cluster the users.

data-science-adventure-1

data_warehouse_in_amazon_redshift

Designed an ETL pipeline that copies data into staging tables in Redshift from an S3 bucket. The data is then loaded into the final tables according to a star schema.

dsc-04-42-04-normalization-and-parameter-tuning-of-neural-networks-nyc-career-ds-102218

dsc-04-42-06-tuning-and-optimizing-neural-networks-lab-nyc-career-ds-102218

dsc-04-43-02-convolutional-neural-networks-nyc-career-ds-102218

dsc-04-43-03-convolutional-neural-networks-lab-nyc-career-ds-102218

dsc-04-43-05-visualizing-intermediate-activations-nyc-career-ds-102218

dsc-04-44-02-using-pretrained-networks-nyc-career-ds-102218

dsc-04-44-03-using-pretrained-networks-codealong-nyc-career-ds-102218

dsc-04-45-02-word-embeddings-nyc-career-ds-102218

dsc-1-01-19-looping-over-collections-nyc-career-ds-102218

dsc-1-05-12-one-to-many-and-many-to-many-joins-nyc-career-ds-102218

dsc-1-09-04-statistical-distributions-with-stem-and-leaf-plots-nyc-career-ds-102218

dsc-2-13-07-using-an-orm-nyc-career-ds-102218

dsc-2-13-09-many-to-many-relationships-nyc-career-ds-102218

dsc-2-14-09-exploring-json-schemas-nyc-career-ds-102218

dsc-2-22-06-naive-bayes-assumptions-nyc-career-ds-102218

dsc-2-24-05-polynomial-regression-nyc-career-ds-102218

dsc-2-25-01-introduction-nyc-career-ds-102218

dsc-3-25-02-introduction-to-time-series-nyc-career-ds-102218

dsc-3-25-03-managing-time-series-data-lab-nyc-career-ds-102218

dsc-3-25-05-types-of-trends-nyc-career-ds-102218

dsc-3-25-06-testing-for-trends-lab-nyc-career-ds-102218

dsc-3-25-07-removing-trends-nyc-career-ds-102218

dsc-3-25-09-time-series-decomposition-nyc-career-ds-102218

dsc-3-26-02-basic-time-series-models-nyc-career-ds-102218