Chapter 2

Requirements:

Chapter 3

Requirements for backend Twitter collector and analyzer:

Requirements for frontend dashboard:

Chapter 4

Requirements:

Note, if faiss, comment-out the lines that use faiss code in http_api.py.

Note, amazon_title_similarity.py cannot be used without first downloading metadata.json from this Amazon dataset, but the code can easily be adapted to find similarities between other strings.

Chapter 5

Requirements for Twitter collector:

Requirements for image classifier:

Or:

Chapter 6

Requirements for ARIMA example:

Requirements for Bayesian example:

Requirements for Clustering, Linear Regression, and Zscore examples:

Requirements for RPCA example:

Chapter 7