Machine Learning on Google Cloud (Vertex AI & AI Platform) free download

What you’ll learn in Machine Learning on Google Cloud (Vertex AI & AI Platform) Understanding of Google Cloud Platform, GCP Database services and GCP Analytics services . GCP AI Platform – Creation and Running of pipelines using Docker Images . The last three sections of the course are dedicated to understanding and working on the AI services offered by GCP. You will work on model creation and deployment using AutoML for tabular, images, and text data. Getting predictions from the deployed model using APIs. Creating jobs and evaluation of the trained model. Creation and submission of jobs . Creating and submitting jobs and evaluating the trained models using Kubeflow.

What you’ll learn in Artificial intelligence on Google Cloud (Vertex AI & & AI System)

  1. Comprehending of Google Cloud System
  2. GCP Compute solutions
  3. GCP Storage Space Services
  4. GCP Database solutions
  5. Identity & & Gain access to administration (IAM) of GCP
  6. GCP Analytics solutions
  7. GCP AutoML – Design building & & release for Tabular data
  8. GCP AutoML – Version structure & & implementation for Picture information
  9. GCP AutoML – Design structure & & release for Text information
  10. GCP AI Platform – Notebooks & & version structure
  11. GCP AI System – model release
  12. GCP AI System – Custom-made Predictors
  13. GCP AI Platform – Jobs creation & & entries GCP AI System-Creation and also Operating of
  14. pipelines making use of Docker Images GCP Vertex AI -AutoML design training as well as implementation GCP Vertex AI-Custom-made design training &
    implementation GCP Vertex AI -Custom version with hyperparameter
  15. specifications tuning GCP Vertex AI -Pipes for training utilizing
  16. AutoML part GCP Vertex AI- Pipes for training Custom Models GCP Vertex AI-Attribute Shop Description
  17. Are you an information scientist or AI specialist who wants to recognize cloud
  18. platforms? Are you an information researcher or AI practitioner
  19. that has serviced Azure or AWS as well as interested to recognize exactly how ML

tasks can be done on GCP? If of course, this training course is for you. This training course will help you to comprehend the principles of the
cloud. For the larger audience, this training course is made for both newbies as well as progressed AI professionals. This training course starts with offering a summary of the Google Cloud Platform

, creating a GCP account, and offering a basic understanding of the platform. The last three areas of the program are dedicated to understanding and also working with the AI
services provided by GCP. You will service model production and release making use of AutoML for tabular, images, and message data. Obtaining predictions from the released


design utilizing APIs. In the AI platform section, you will work with model creation and also deployment utilizing AI System( both GUI
as well as coding method). Development and also submission of tasks and also analysis of the skilled version. Pipeline production utilizing Kubeflow. As well as in the Vertex AI section

, you will work with design development using AutoML, personalized version training, as well as release. Incorporation of

Who this course is for:

  • Data Enthusiast who wants to know what is cloud?
  • Beginner Data Scientists who are passionate in understanding cloud platforms.
  • Advanced Data Scientists who are keen to understand how to leverage GCP for ML activities
  • Data Scientists who already have expertise in any other cloud platforms.
  • Machine learning engineers who wants know the deployment and life cycle of ML models of GCP
File Name :Machine Learning on Google Cloud (Vertex AI & AI Platform) free download
Content Source:udemy
Genre / Category:IT & Software
File Size :4.44 gb
Publisher :Hemanth Kumar K
Updated and Published:03 Mar,2022

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File name: Machine-Learning-on-Google-Cloud-Vertex-AI-AI-Platform.rar
File Size:4.44 gb
Course duration:7 hours
Instructor Name:Hemanth Kumar K
Language:English
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