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

Learn how to build & deploy ML/DL models using GCP components AutoML, AI Platform and Vertex AI
4.6
4.6/5
(49 reviews)
280 students
Created by

9.7

CourseMarks Score®

10.0

Freshness

9.3

Feedback

9.2

Content

Platform: Udemy
Video: 6h 28m
Language: English
Next start: On Demand

Top Google Cloud courses:

Detailed Analysis

CourseMarks Score®

9.7 / 10

CourseMarks Score® helps students to find the best classes. We aggregate 18 factors, including freshness, student feedback and content diversity.

Freshness Score

10.0 / 10
This course was last updated on 4/2022.

Course content can become outdated quite quickly. After analysing 71,530 courses, we found that the highest rated courses are updated every year. If a course has not been updated for more than 2 years, you should carefully evaluate the course before enrolling.

Student Feedback

9.3 / 10
We analyzed factors such as the rating (4.6/5) and the ratio between the number of reviews and the number of students, which is a great signal of student commitment.

New courses are hard to evaluate because there are no or just a few student ratings, but Student Feedback Score helps you find great courses even with fewer reviews.

Content Score

9.2 / 10
Video Score: 8.5 / 10
The course includes 6h 28m video content. Courses with more videos usually have a higher average rating. We have found that the sweet spot is 16 hours of video, which is long enough to teach a topic comprehensively, but not overwhelming. Courses over 16 hours of video gets the maximum score.
Detail Score: 9.5 / 10

The top online course contains a detailed description of the course, what you will learn and also a detailed description about the instructor.

Extra Content Score: 9.5 / 10

Tests, exercises, articles and other resources help students to better understand and deepen their understanding of the topic.

This course contains:

0 article.
48 resources.
0 exercise.
0 test.

Table of contents

Description

Are you a data scientist or AI practitioner who wants to understand cloud platforms?
Are you a data scientist or AI practitioner who has worked on Azure or AWS and curious to know how ML activities can be done on GCP?
If yes, this course is for you.

This course will help you to understand the concepts of the cloud. In the interest of the wider audience, this course is designed for both beginners and advanced AI practitioners.
This course starts with providing an overview of the Google Cloud Platform, creating a GCP account, and providing a basic understanding of the platform.
Before jumping into the AI services of GCP, this course introduces important services of GCP. Services include Compute, storage, database, IAM, and analytics, followed by a demo of one key component of these services.

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.

In the AI platform section, you will work on model creation and deployment using AI Platform (both GUI and coding approach). Creation and submission of jobs and evaluation of the trained model. Pipeline creation using Kubeflow.

And in the Vertex AI section, you will work on model creation using AutoML, custom model training, and deployment. Inclusion of
hyperparameter optimization step in the custom model. Kubeflow pipelines creation using AutoML & custom models. You will also work on the Feature store.

You will learn

✓ Understanding of Google Cloud Platform
✓ GCP Compute services
✓ GCP Storage Services
✓ GCP Database services
✓ Identity & Access management (IAM) of GCP
✓ GCP Analytics services
✓ GCP AutoML – Model building & deployment for Tabular data
✓ GCP AutoML – Model building & deployment for Image data
✓ GCP AutoML – Model building & deployment for Text data
✓ GCP AI Platform – Notebooks & model building
✓ GCP AI Platform – model deployment
✓ GCP AI Platform – Custom Predictors
✓ GCP AI Platform – Jobs creation & submissions
✓ GCP AI Platform – Creation and Running of pipelines using Docker Images
✓ GCP Vertex AI – AutoML model training and deployment
✓ GCP Vertex AI – Custom model training & deployment
✓ GCP Vertex AI – Custom model with hyperparameter parameters tuning
✓ GCP Vertex AI – Pipelines for training using AutoML component
✓ GCP Vertex AI – Pipelines for training Custom Models
✓ GCP Vertex AI – Feature Store

Requirements

• No prerequisites on understanding of any cloud platform
• Python & Basics of Data science

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

How much does the Machine Learning on Google Cloud (Vertex AI & AI Platform) course cost? Is it worth it?

The course costs $14.99. And currently there is a 25% discount on the original price of the course, which was $19.99. So you save $5 if you enroll the course now.

Does the Machine Learning on Google Cloud (Vertex AI & AI Platform) course have a money back guarantee or refund policy?

YES, Machine Learning on Google Cloud (Vertex AI & AI Platform) has a 30-day money back guarantee. The 30-day refund policy is designed to allow students to study without risk.

Are there any SCHOLARSHIPS for this course?

Currently we could not find a scholarship for the Machine Learning on Google Cloud (Vertex AI & AI Platform) course, but there is a $5 discount from the original price ($19.99). So the current price is just $14.99.

Who is the instructor? Is Hemanth Kumar K a SCAM or a TRUSTED instructor?

Hemanth Kumar K has created 1 courses that got 49 reviews which are generally positive. Hemanth Kumar K has taught 280 students and received a 4.6 average review out of 49 reviews. Depending on the information available, Hemanth Kumar K is a TRUSTED instructor.
Data Analytics Manager
Hello! I am a full-time data analytics professional. I have over 12+ years of experience across multiple domains, delivering data projects for many industries (Telecom, Engineering, Media, Finance, Health, Insurance). I am also certified in Designing and Implementing a Data Science Solution on Azure.
Passionate about teaching and sharing my knowledge. I believe working on something is a better way to learn it than just understanding the concepts.
I keep course contents to the point respecting your time and energy.

9.7

CourseMarks Score®

10.0

Freshness

9.3

Feedback

9.2

Content

Platform: Udemy
Video: 6h 28m
Language: English
Next start: On Demand

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