About this Paths
This path 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.
What You'll Learn
| From | Pluralsight |
|---|---|
| Hours | 23 |
| Instructor | Authored by Google Cloud |
| Language | English |
| Subjects | IT & Networking |
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Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).
Research Scientist-Machine Learning $55k
Cloud Architect - Azure / Machine Learning $75k
Watson Machine Learning Engineer $81k
Machine Learning Software Developer $103k
Software Engineer (Machine Learning) $116k
Applied Scientist, Machine Learning $130k
Autonomy and Machine Learning Solutions Architect $131k
Applied Scientist - Machine Learning -... $136k
RESEARCH SCIENTIST (MACHINE LEARNING) $147k
Machine Learning Engineer 2 $161k
Machine Learning Scientist Manager $170k
Machine Learning Scientist, Personalization $213k
Courses in this Paths
Listed in the order in which they should be taken
| Starts | Course Information | |
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On Demand |
End-to-End Machine Learning with TensorFlow on GCP (You were viewing this course) One of the best ways to review something is to work with the concepts and technologies that you have learned. So, this course is set up as a workshop and in this workshop, you... Pluralsight |
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On Demand |
Production Machine Learning Systems In this course, we will dive into the components and best practices of a high-performing ML system in production environments. Pluralsight |
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On Demand |
Image Understanding with TensorFlow on GCP In this course, we will take a look at different strategies for building an image classifier using convolutional neural networks. We'll improve the model's accuracy with... Pluralsight |
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On Demand |
Sequence Models for Time Series and Natural Language Processing on Google Cloud In this course, we’ll learn how to make predictions on sequences of data. We’ll cover common business use cases like- 1.time-series prediction and how to deal with more recent... Pluralsight |
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On Demand |
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. Pluralsight |
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| From | Pluralsight |
|---|---|
| Hours | 23 |
| Instructor | Authored by Google Cloud |
| Language | English |
| Subjects | 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
Cloud Architect - Azure / Machine Learning $75k
Watson Machine Learning Engineer $81k
Machine Learning Software Developer $103k
Software Engineer (Machine Learning) $116k
Applied Scientist, Machine Learning $130k
Autonomy and Machine Learning Solutions Architect $131k
Applied Scientist - Machine Learning -... $136k
RESEARCH SCIENTIST (MACHINE LEARNING) $147k
Machine Learning Engineer 2 $161k
Machine Learning Scientist Manager $170k
Machine Learning Scientist, Personalization $213k
Similar Courses
Sorted by relevance
