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ch02-planning-cloud-infrastructure
ch03-making-sense-of-feedback
ch04-recommending-products-and-services
ch05-detecting-your-logo-in-social-media
ch06-discovering-trends-and-recognizing-anomalies
ch07-understanding-queries-and-generating-responses
LICENSE
README.md

README.md

The code for this repository is under development 👷

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:

  • Java JDK 8

Chapter 7