A 5-course Specialization from Coursera

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Advanced Machine Learning with TensorFlow on Google Cloud Platform

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Learn Advanced Machine Learning with Google Cloud

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About this Specialization

This 5-course specialization focuses on advanced machine learning topics using Google Cloud Platform where you will get hands-on experience optimizing, deploying, and scaling production ML models of various types in hands-on labs. This specialization picks up where “Machine Learning on GCP” left off and teaches you how to build scalable, accurate, and production-ready models for structured data, image data, time-series, and natural language text. It ends with a course on building recommendation systems. Topics introduced in earlier courses are referenced in later courses, so it is recommended that you take the courses in exactly this order.

Coursera

&

Google Cloud

From Google Cloud via Coursera
Hours 92
Instructor Google Cloud Training
Language English
Subjects Data Science Programming IT & Networking
Careers

An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).

Research Scientist-Machine Learning $55k

Watson Machine Learning Engineer $81k

Machine Learning Software Developer $103k

Software Engineer (Machine Learning) $116k

Applied Scientist, Machine Learning $130k

Applied Scientist - Machine Learning -... $136k

RESEARCH SCIENTIST (MACHINE LEARNING) $147k

Machine Learning Engineer 2 $161k

Machine Learning Scientist Manager $170k

Courses in this Specialization

Listed in the order in which they should be taken

Starts Course Information

Feb
11

End-to-End Machine Learning with TensorFlow on GCP

In the first course of this specialization, we will recap what was covered in the Machine Learning with TensorFlow on Google Cloud Platform Specialization...

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Feb
11

Production Machine Learning Systems

In the second course of this specialization, we will dive into the components and best practices of a high-performing ML system in production environments. Prerequisites: Basic...

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Feb
18

Image Understanding with TensorFlow on GCP

This is the third course of the Advanced Machine Learning on GCP specialization. In this course, We will take a look at different strategies for building an image classifier using...

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Feb
18

Sequence Models for Time Series and Natural Language Processing

This course is an introduction to sequence models and their applications, including an overview of sequence model architectures and how to handle inputs of variable length. •...

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Feb
18

Recommendation Systems with TensorFlow on GCP

In this course, you'll apply your knowledge of classification models and embeddings to build a ML pipeline that functions as a recommendation engine. • Devise a content-based...

Coursera | Google Cloud

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For $49
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Coursera

&

Google Cloud

From Google Cloud via Coursera
Hours 92
Instructor Google Cloud Training
Language English
Subjects Data Science Programming IT & Networking
Careers

An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).

Research Scientist-Machine Learning $55k

Watson Machine Learning Engineer $81k

Machine Learning Software Developer $103k

Software Engineer (Machine Learning) $116k

Applied Scientist, Machine Learning $130k

Applied Scientist - Machine Learning -... $136k

RESEARCH SCIENTIST (MACHINE LEARNING) $147k

Machine Learning Engineer 2 $161k

Machine Learning Scientist Manager $170k