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This course introduces participants to the data science services of the Google Cloud Platform. The course covers virtual instances with Google Cloud Compute, data hosting with Google Storage and Big Query, Jupyter notebooks on Datalab and Machine Learning with Google Machine Learning APIs and ML-engine. Throughout the course the participants will use the GCP web console and command line SDKs. At the end of the course, the participants will be able to implement data science projects, from data exploration to predictive workflows for a wide range of applications built on real world datasets.
Duration
5 hours
Difficulty
professional
INE's world-class IT trainingInstructor for this course
Alexis Perrier
Author @ Packt Publishing Data Science Consultant PhD Signal...
This course is composed by the following modules
INE's world-class IT training
Module 1
Overview1 video
Data Science on Google Cloud Platform - Overview
Module 2
Google Compute Engine3 videos
Google Compute Engine
Images, costs & scripts
Google Shell & CLI
Module 3
Google Storage2 videos
Google Storage
Advanced Google Storage Features
Module 4
Google BigQuery1 video
BigQuery
Module 5
Datalab2 videos
Datalab
Datalab - BigQuery
Module 6
Deep learning APIs5 videos
Google Deep Learning APIs
Google Vision API
Google Speech API
Google Natural Language API
Google Video Intelligence API
Module 7
Machine Learning Engine1 video
Google Machine Learning Engine
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