About this Course

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got a tangible career benefit from this course

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Shareable Certificate
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Start instantly and learn at your own schedule.
Flexible deadlines
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Advanced Level
Approx. 13 hours to complete
English

Instructor

Learner Career Outcomes

50%

started a new career after completing these courses

60%

got a tangible career benefit from this course

55%

got a pay increase or promotion
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Advanced Level
Approx. 13 hours to complete
English

Offered by

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Google Cloud

Syllabus - What you will learn from this course

Content RatingThumbs Up94%(3,157 ratings)Info
Week
1

Week 1

15 minutes to complete

Welcome to the Course

15 minutes to complete
2 videos (Total 5 min), 1 reading
2 videos
Course Introduction3m
1 reading
How to Send Feedback10m
12 minutes to complete

Machine Learning (ML) on Google Cloud Platform (GCP)

12 minutes to complete
2 videos (Total 12 min)
2 videos
Fully managed ML5m
2 hours to complete

Explore the Data

2 hours to complete
6 videos (Total 28 min), 1 reading, 1 quiz
6 videos
BigQuery3m
BigQuery and AI Platform Notebooks2m
Getting Started with Google Cloud Platform and Qwiklabs5m
Lab 1 Intro : Exploring the dataset1m
Lab 1 demo and review10m
1 reading
AI Platform Notebooks10m
Week
2

Week 2

2 hours to complete

Create the dataset

2 hours to complete
3 videos (Total 24 min)
3 videos
Lab 2 Intro : Create a sample dataset29s
Lab 2: demo and review16m
1 practice exercise
Module Quiz2m
2 hours to complete

Build the Model

2 hours to complete
3 videos (Total 35 min)
3 videos
Lab 3 Intro : Creating a TensorFlow model6m
Lab 3 : demo and review17m
1 practice exercise
Module Quiz2m
Week
3

Week 3

6 hours to complete

Operationalize the model

6 hours to complete
15 videos (Total 87 min), 1 reading, 5 quizzes
15 videos
Lab 4 Intro : Preprocessing with Cloud Dataflow24s
Lab 4 demo and review12m
Cloud AI Platform3m
Train and deploy with Cloud AI Platform2m
Lab 5 : Training on Cloud AI Platform1m
Lab 5 demo and review17m
BigQuery ML4m
Lab Introduction13s
Lab Solution BigQuery ML10m
Deploying and Predicting with Cloud AI Platform3m
Lab 6 Intro : Deploying and Predicting with Cloud AI Platform33s
Lab 6 : demo and review6m
Lab 7 : Building an App Engine app to serve ML predictions2m
Lab 7 : demo and review10m
1 reading
Cloud AI Platform10m
2 practice exercises
Module Quiz2m
Module Quiz2m
4 minutes to complete

Summary

4 minutes to complete
1 video (Total 4 min)
1 video

Reviews

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About the Advanced Machine Learning with TensorFlow on Google Cloud Platform Specialization

Advanced Machine Learning with TensorFlow on Google Cloud Platform

Frequently Asked Questions

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