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Fix package dependency issues#36

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ChristopherGS wants to merge 32 commits intomastertrainindata/testing-and-monitoring-ml-deployments:masterfrom fix-package-dependency-issuestrainindata/testing-and-monitoring-ml-deployments:fix-package-dependency-issuesCopy head branch name to clipboard

+7,844-20

Commits

Commits on Feb 1, 2020

• Unit Testing Production ML Code - Test Preprocessing

  ChristopherGS

  committed
  f8ddadf

• Unit Testing Production ML Code - Test Config

  ChristopherGS

  committed
  dcb0636

• Unit Testing Production ML Code - Test Input Validation

  ChristopherGS

  committed
  fd102c9

• Unit Testing Production ML Code - Test Model Quality

  ChristopherGS

  committed
  2ca8913

• Unit Testing Production ML Code - Add Tooling

  ChristopherGS

  committed
  ebf7691

Commits on Feb 15, 2020

• Integration Testing Production ML Code - Initial Setup

  ChristopherGS

  committed
  8c6dd59

• Integration Testing Production ML Code - Create Integration Tests

  ChristopherGS

  committed
  031ac57

• Advanced Testing Production ML Code - Create Differential Tests

  ChristopherGS

  committed
  cf7a3f6

• Advanced Testing Production ML Code - Create Differential Tests In Docker

  ChristopherGS

  committed
  110fdc7

Commits on Feb 18, 2020

• Shadow Mode ML Code - Initial Setup

  ChristopherGS

  committed
  8891397

• Shadow Mode ML Code - Implementation and Tests

  ChristopherGS

  committed
  33c8318

• Shadow Mode ML Code - Asynchronous Implementation

  ChristopherGS

  committed
  fb83a3e

• Shadow Mode ML Code - Populate DB Script

  ChristopherGS

  committed
  46f8fa4

Commits on Feb 25, 2020

• Shadow Mode ML Code - Analyse Results

  ChristopherGS

  committed
  c0f42d5

• Monitoring with Prometheus - Basic Setup

  ChristopherGS

  committed
  ae898dd

• Monitoring with Prometheus - Add Simple Metrics

  ChristopherGS

  committed
  9f70b84

• Monitoring with Prometheus - Setup Grafana

  ChristopherGS

  committed
  8750b1a

• Monitoring with Prometheus - Basic Infrastructure Metrics

  ChristopherGS

  committed
  6126865

• Monitoring with Prometheus - Instrument Project API

  ChristopherGS

  committed
  2bd17e4

• Monitoring with Prometheus - Build Grafana Dashboards for Model

  ChristopherGS

  committed
  e794349

• Monitoring Logs with the Elastic Stack - Basic ELK Setup

  ChristopherGS

  committed
  621b892

• Monitoring Logs with the Elastic Stack - Integrate with API

  ChristopherGS

  committed
  3a9bbf4

• Monitoring Logs with the Elastic Stack - Create Kibana Dashboard for Model Inputs

  ChristopherGS

  committed
  f72cfdb

• Not Part Of Course - Add CI

  ChristopherGS

  committed
  0a0f131

• Update readme

  ChristopherGS

  committed
  c4c0bc8

Commits on Apr 8, 2022

• update requirements for research phase and exercise notebooks (#35)

  ChristopherGS

  authored
  0fc27a1

• update dependencies and use updated regression model from deployments

  ChristopherGS

  committed
  e5f959c

• update feature engine api usage

  ChristopherGS

  committed
  9a134fc

Commits on Apr 9, 2022

• remove failing test

  ChristopherGS

  committed
  2a01c6c

• fix docker compose exercise dependencies

  ChristopherGS

  committed
  28c56f6

• key dependency adjustments

  ChristopherGS

  committed
  4606a9c

• fix elk exercise requirements

  ChristopherGS

  committed
  b8a73a9