{"id":125,"date":"2021-07-16T15:45:26","date_gmt":"2021-07-16T15:45:26","guid":{"rendered":"https:\/\/felixaugenstein.com\/blog\/?p=125"},"modified":"2021-07-16T15:45:26","modified_gmt":"2021-07-16T15:45:26","slug":"set-up-and-run-jupyter-notebooks-to-develop-a-machine-learning-model-in-watson-studio-on-cloud-pak-for-data","status":"publish","type":"post","link":"https:\/\/felixaugenstein.com\/blog\/set-up-and-run-jupyter-notebooks-to-develop-a-machine-learning-model-in-watson-studio-on-cloud-pak-for-data\/","title":{"rendered":"Set up and run Jupyter Notebooks to develop a machine learning model in Watson Studio on Cloud Pak for Data"},"content":{"rendered":"\n

In this hands-on tutorial you will graphically build and evaluate machine learning models by using the SPSS Modeler flow feature in Watson Studio.<\/p>\n\n\n\n

If you don\u2019t have one already, please Sign up for an IBM Cloud account<\/a>.<\/p>\n\n\n\n

This tutorial consists of 6 parts, you can start with part I or any other part, however, the necessary environment is set up in part I.
Part I \u2013 data visualization, preparation, and transformation<\/a>
Part II \u2013 build and evaluate machine learning models by using AutoAI<\/a>
Part III \u2013 graphically build and evaluate machine learning models by using SPSS Modeler flow<\/a>
Part IV \u2013 set up and run Jupyter Notebooks to develop a machine learning model<\/a>
Part V \u2013 deploy a local Python app to test your model<\/a>
Part VI \u2013 monitor your model with OpenScale<\/a><\/p>\n\n\n\n

To learn more about Jupyter and Jupyter Notebooks click here<\/a>.<\/p>\n\n\n\n

Definitions from jupyter.org<\/a> for Project Jupyter and Jupyter Notebooks are:<\/p>\n\n\n\n

“Project Jupyter exists to develop open-source software, open-standards, and services for interactive computing across dozens of programming languages.”<\/p>\n\n\n\n

“The Jupyter Notebook is an open-source web application that allows you to create and share documents that contain live code, equations, visualizations and narrative text. Uses include: data cleaning and transformation, numerical simulation, statistical modeling, data visualization, machine learning, and much more.”<\/p>\n\n\n\n

In your Watson Studio project you can also add new Notebooks and start developing your machine learning models.<\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

To access the complete tutorial go to this GitHub Repository<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"

In this hands-on tutorial you will graphically build and evaluate machine learning models by using the SPSS Modeler flow feature in Watson Studio. If you don\u2019t have one already, please Sign up for an IBM Cloud account. This tutorial consists of 6 parts, you can start with part I or […]<\/p>\n","protected":false},"author":1,"featured_media":126,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[21,4,26,20],"tags":[],"class_list":["post-125","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cloud-pak-for-data","category-ibm-watson","category-jupyter-notebook","category-watson-studio"],"_links":{"self":[{"href":"https:\/\/felixaugenstein.com\/blog\/wp-json\/wp\/v2\/posts\/125","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/felixaugenstein.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/felixaugenstein.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/felixaugenstein.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/felixaugenstein.com\/blog\/wp-json\/wp\/v2\/comments?post=125"}],"version-history":[{"count":1,"href":"https:\/\/felixaugenstein.com\/blog\/wp-json\/wp\/v2\/posts\/125\/revisions"}],"predecessor-version":[{"id":128,"href":"https:\/\/felixaugenstein.com\/blog\/wp-json\/wp\/v2\/posts\/125\/revisions\/128"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/felixaugenstein.com\/blog\/wp-json\/wp\/v2\/media\/126"}],"wp:attachment":[{"href":"https:\/\/felixaugenstein.com\/blog\/wp-json\/wp\/v2\/media?parent=125"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/felixaugenstein.com\/blog\/wp-json\/wp\/v2\/categories?post=125"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/felixaugenstein.com\/blog\/wp-json\/wp\/v2\/tags?post=125"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}