[{"id":"58732","title":"Google Cloud in the Retail and Ecommerce Industry","description":"

In this module, you will recognize how Google Cloud can solve retail industry business challenges through a series of videos and hands-on labs.

","steps":[{"id":"382448","prompt":null,"isOptional":true,"activities":[{"id":"375087","href":"/paths/1834/course_templates/506/video/375087","isLocked":false,"duration":44000,"title":"Module 1 Overview","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382449","prompt":null,"isOptional":true,"activities":[{"id":"375088","href":"/paths/1834/course_templates/506/video/375088","isLocked":false,"duration":310000,"title":"Why Google Cloud for retail","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382450","prompt":null,"isOptional":true,"activities":[{"id":"375089","href":"/paths/1834/course_templates/506/video/375089","isLocked":false,"duration":290000,"title":"Google Cloud retail solutions and services","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382451","prompt":null,"isOptional":true,"activities":[{"id":"375090","href":"/paths/1834/course_templates/506/video/375090","isLocked":false,"duration":217000,"title":"Google Cloud AI and ML capabilities","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382452","prompt":null,"isOptional":true,"activities":[{"id":"375091","href":"/paths/1834/course_templates/506/video/375091","isLocked":false,"duration":251000,"title":"Google Cloud integrations","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382453","prompt":null,"isOptional":true,"activities":[{"id":"375092","href":"/paths/1834/course_templates/506/video/375092","isLocked":false,"duration":352000,"title":"Using Google Cloud for new priorities in retail","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382454","prompt":null,"isOptional":true,"activities":[{"id":"375093","href":"/paths/1834/course_templates/506/video/375093","isLocked":false,"duration":466000,"title":"Using Google Cloud to solve for the future of retail","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382455","prompt":null,"isOptional":true,"activities":[{"id":"375094","href":"/paths/1834/course_templates/506/video/375094","isLocked":false,"duration":346000,"title":"Customer story - Lowes","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382456","prompt":null,"isOptional":true,"activities":[{"id":"375095","href":"/paths/1834/course_templates/506/documents/375095","isLocked":false,"duration":1800000,"title":"Case study - Carrefour","description":null,"type":"link","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382457","prompt":null,"isOptional":false,"activities":[{"id":"375096","href":"/paths/1834/course_templates/506/quizzes/375096","isLocked":false,"duration":1500000,"title":"Module 1 Quiz","description":null,"type":"quiz","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false}],"expanded":false},{"id":"58733","title":"Deploying a Retail Application on Google Cloud","description":"

In this module, you will learn how to deploy a retail application on Google Compute Engine through a series of videos and hands-on labs.

","steps":[{"id":"382458","prompt":null,"isOptional":true,"activities":[{"id":"375097","href":"/paths/1834/course_templates/506/video/375097","isLocked":false,"duration":43000,"title":"Module 2 Overview","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382459","prompt":null,"isOptional":true,"activities":[{"id":"375098","href":"/paths/1834/course_templates/506/video/375098","isLocked":false,"duration":959000,"title":"Architecting an ecommerce application on Google Cloud","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382460","prompt":null,"isOptional":true,"activities":[{"id":"375099","href":"/paths/1834/course_templates/506/video/375099","isLocked":false,"duration":324000,"title":"Compute Engine overview","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382461","prompt":null,"isOptional":true,"activities":[{"id":"375100","href":"/paths/1834/course_templates/506/video/375100","isLocked":false,"duration":691000,"title":"Compute options","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382462","prompt":null,"isOptional":true,"activities":[{"id":"375101","href":"/paths/1834/course_templates/506/video/375101","isLocked":false,"duration":275000,"title":"Common Compute Engine actions","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382463","prompt":null,"isOptional":true,"activities":[{"id":"375102","href":"/paths/1834/course_templates/506/video/375102","isLocked":false,"duration":189000,"title":"Managed instance groups","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382464","prompt":null,"isOptional":true,"activities":[{"id":"375103","href":"/paths/1834/course_templates/506/video/375103","isLocked":false,"duration":180000,"title":"Autoscaling and health checks","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382465","prompt":null,"isOptional":true,"activities":[{"id":"375104","href":"/paths/1834/course_templates/506/video/375104","isLocked":false,"duration":285000,"title":"Overview of HTTP(S) load balancing","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382466","prompt":null,"isOptional":true,"activities":[{"id":"375105","href":"/paths/1834/course_templates/506/video/375105","isLocked":false,"duration":229000,"title":"HTTP(S) load balancing","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382467","prompt":null,"isOptional":false,"activities":[{"id":"375106","href":"/paths/1834/course_templates/506/labs/375106","isLocked":false,"duration":2700000,"title":"Hosting a Web App on Google Cloud Using Compute Engine","description":"Deploy and scale a Web App on Google Compute Engine. ","type":"lab","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false}],"expanded":false},{"id":"58734","title":"Scaling and Automating Retail Application Infrastructure","description":"

In this module, you will learn how to scale and automate a retail application’s infrastructure with Google Kubernetes Engine through a series of videos and hands-on labs.

","steps":[{"id":"382468","prompt":null,"isOptional":true,"activities":[{"id":"375107","href":"/paths/1834/course_templates/506/video/375107","isLocked":false,"duration":45000,"title":"Module 3 Overview","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382469","prompt":null,"isOptional":true,"activities":[{"id":"375108","href":"/paths/1834/course_templates/506/video/375108","isLocked":false,"duration":474000,"title":"Scaling and automating retail infrastructure","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382470","prompt":null,"isOptional":true,"activities":[{"id":"375109","href":"/paths/1834/course_templates/506/video/375109","isLocked":false,"duration":359000,"title":"Introduction to Containers","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382471","prompt":null,"isOptional":true,"activities":[{"id":"375110","href":"/paths/1834/course_templates/506/video/375110","isLocked":false,"duration":404000,"title":"Containers and Container Images","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382472","prompt":null,"isOptional":true,"activities":[{"id":"375111","href":"/paths/1834/course_templates/506/video/375111","isLocked":false,"duration":220000,"title":"Introduction to Kubernetes","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382473","prompt":null,"isOptional":true,"activities":[{"id":"375112","href":"/paths/1834/course_templates/506/video/375112","isLocked":false,"duration":188000,"title":"Introduction to Google Kubernetes Engine","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382474","prompt":null,"isOptional":true,"activities":[{"id":"375113","href":"/paths/1834/course_templates/506/video/375113","isLocked":false,"duration":83000,"title":"Services and scaling","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382475","prompt":null,"isOptional":true,"activities":[{"id":"375114","href":"/paths/1834/course_templates/506/documents/375114","isLocked":false,"duration":1800000,"title":"A note about Services","description":null,"type":"document","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382476","prompt":null,"isOptional":true,"activities":[{"id":"375115","href":"/paths/1834/course_templates/506/video/375115","isLocked":false,"duration":249000,"title":"Deployments","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382477","prompt":null,"isOptional":true,"activities":[{"id":"375116","href":"/paths/1834/course_templates/506/video/375116","isLocked":false,"duration":168000,"title":"Ways to Create Deployments","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382478","prompt":null,"isOptional":true,"activities":[{"id":"375117","href":"/paths/1834/course_templates/506/video/375117","isLocked":false,"duration":64000,"title":"Managing Deployments","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382479","prompt":null,"isOptional":true,"activities":[{"id":"375118","href":"/paths/1834/course_templates/506/video/375118","isLocked":false,"duration":115000,"title":"Updating Deployments","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382480","prompt":null,"isOptional":true,"activities":[{"id":"375119","href":"/paths/1834/course_templates/506/video/375119","isLocked":false,"duration":130000,"title":"Blue-Green Deployments","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382481","prompt":null,"isOptional":true,"activities":[{"id":"375120","href":"/paths/1834/course_templates/506/video/375120","isLocked":false,"duration":494000,"title":"Canary Deployments","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382482","prompt":null,"isOptional":false,"activities":[{"id":"375121","href":"/paths/1834/course_templates/506/labs/375121","isLocked":false,"duration":2700000,"title":"Deploy, Scale, and Update Your Website on Google Kubernetes Engine","description":"Deploy a website to Google Kubernetes Engine, scale it out to more instances, and deploy a new version using Rolling Updates. ","type":"lab","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false}],"expanded":false},{"id":"58735","title":"Managing and Analyzing Ecommerce Data","description":"

In this module, you will learn how to manage and analyze ecommerce data through a series of videos and hands-on labs.

","steps":[{"id":"382483","prompt":null,"isOptional":true,"activities":[{"id":"375122","href":"/paths/1834/course_templates/506/video/375122","isLocked":false,"duration":36000,"title":"Module 4 Overview","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382484","prompt":null,"isOptional":true,"activities":[{"id":"375123","href":"/paths/1834/course_templates/506/video/375123","isLocked":false,"duration":68000,"title":"Introduction to the Google Analytics ecommerce dataset","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382485","prompt":null,"isOptional":true,"activities":[{"id":"375124","href":"/paths/1834/course_templates/506/video/375124","isLocked":false,"duration":232000,"title":"Common data exploration techniques","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382486","prompt":null,"isOptional":true,"activities":[{"id":"375125","href":"/paths/1834/course_templates/506/video/375125","isLocked":false,"duration":232000,"title":"Query basics","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382487","prompt":null,"isOptional":true,"activities":[{"id":"375126","href":"/paths/1834/course_templates/506/video/375126","isLocked":false,"duration":772000,"title":"Filters, aggregates, and duplicates","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382488","prompt":null,"isOptional":true,"activities":[{"id":"375127","href":"/paths/1834/course_templates/506/video/375127","isLocked":false,"duration":445000,"title":"Data types, date functions, and NULLs","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382489","prompt":null,"isOptional":false,"activities":[{"id":"375128","href":"/paths/1834/course_templates/506/labs/375128","isLocked":false,"duration":3600000,"title":"Ingesting New Datasets into BigQuery","description":"This lab focuses on how to ingest new datasets into tables inside of BigQuery.","type":"lab","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false}],"expanded":false},{"id":"58736","title":"Extracting, Transforming, and Loading Ecommerce Data","description":"

In this module, you will learn how extract, transform, and load ecommerce data with Google Cloud through a series of videos and hands-on labs.

","steps":[{"id":"382490","prompt":null,"isOptional":true,"activities":[{"id":"375129","href":"/paths/1834/course_templates/506/video/375129","isLocked":false,"duration":40000,"title":"Module 5 Overview","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382491","prompt":null,"isOptional":true,"activities":[{"id":"375130","href":"/paths/1834/course_templates/506/video/375130","isLocked":false,"duration":377000,"title":"Managing and extracting value from your retail and ecommerce data","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382492","prompt":null,"isOptional":true,"activities":[{"id":"375131","href":"/paths/1834/course_templates/506/video/375131","isLocked":false,"duration":93000,"title":"Dataprep","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382493","prompt":null,"isOptional":true,"activities":[{"id":"375132","href":"/paths/1834/course_templates/506/video/375132","isLocked":false,"duration":361000,"title":"Dataprep","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382494","prompt":null,"isOptional":true,"activities":[{"id":"375133","href":"/paths/1834/course_templates/506/video/375133","isLocked":false,"duration":528000,"title":"Dataprep in the real world","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382495","prompt":null,"isOptional":true,"activities":[{"id":"375134","href":"/paths/1834/course_templates/506/video/375134","isLocked":false,"duration":112000,"title":"Cleaning retail and marketing data with Cloud Dataprep","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382496","prompt":null,"isOptional":true,"activities":[{"id":"375135","href":"/paths/1834/course_templates/506/video/375135","isLocked":false,"duration":35000,"title":"Introduction to lab 5","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382497","prompt":null,"isOptional":false,"activities":[{"id":"375136","href":"/paths/1834/course_templates/506/labs/375136","isLocked":false,"duration":5400000,"title":"Exploring and Creating an Ecommerce Analytics Pipeline with Cloud Dataprep v1.5","description":"In this lab we will explore the Cloud Dataprep UI to build an ecommerce transformation pipeline that will run at a scheduled interval and output results back into BigQuery.","type":"lab","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false}],"expanded":false},{"id":"58737","title":"Predicting Customer Behavior with Machine Learning on Google Cloud","description":"

In this module, you will learn how to predict customer behavior with Big Query's machine learning capatbilties through a series of videos and hands-on labs.

","steps":[{"id":"382498","prompt":null,"isOptional":true,"activities":[{"id":"375137","href":"/paths/1834/course_templates/506/video/375137","isLocked":false,"duration":43000,"title":"Module 6 Overview","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382499","prompt":null,"isOptional":true,"activities":[{"id":"375138","href":"/paths/1834/course_templates/506/video/375138","isLocked":false,"duration":115000,"title":"The importance of machine learning and AI for retail","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382500","prompt":null,"isOptional":true,"activities":[{"id":"375139","href":"/paths/1834/course_templates/506/video/375139","isLocked":false,"duration":23000,"title":"Introduction to BigQuery ML","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382501","prompt":null,"isOptional":true,"activities":[{"id":"375140","href":"/paths/1834/course_templates/506/video/375140","isLocked":false,"duration":350000,"title":"Training an ML model using BigQuery ML","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382502","prompt":null,"isOptional":true,"activities":[{"id":"375141","href":"/paths/1834/course_templates/506/video/375141","isLocked":false,"duration":142000,"title":"BigQuery ML supported models","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382503","prompt":null,"isOptional":true,"activities":[{"id":"375142","href":"/paths/1834/course_templates/506/video/375142","isLocked":false,"duration":196000,"title":"BigQuery ML hyperparameter tuning","description":null,"type":"video","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false},{"id":"382504","prompt":null,"isOptional":false,"activities":[{"id":"375143","href":"/paths/1834/course_templates/506/labs/375143","isLocked":false,"duration":3600000,"title":"Predict Visitor Purchases with a Classification Model in BigQuery ML","description":"In this lab, you use an available ecommerce dataset to create a classification (logistic regression) model in BigQuery ML that predicts customers' purchasing habits.","type":"lab","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false}],"expanded":false},{"id":"next-steps","title":"Your Next Steps","description":null,"steps":[{"id":"badge-step","prompt":null,"isOptional":true,"activities":[{"id":"badge","href":null,"isLocked":true,"duration":null,"title":"Course Badge","description":null,"type":"badge","isComplete":false,"inProgress":false,"score":null,"disabled":false}],"isComplete":false,"isTestedOut":false,"allActivitiesRequired":false}],"expanded":true}]

04

Modernizing Retail and Ecommerce Solutions with Google Cloud