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Google Cloud

Advanced Machine Learning on Google Cloud

Google Cloud and Google via Coursera Specialization

Overview

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.

Syllabus

Course 1: End-to-End Machine Learning with TensorFlow on GCP
- Offered by Google Cloud. In the first course of this specialization, we will recap what was covered in the Machine Learning with TensorFlow ... Enroll for free.

Course 2: Production Machine Learning Systems
- Offered by Google Cloud. In the second course of this specialization, we will dive into the components and best practices of a ... Enroll for free.

Course 3: Image Understanding with TensorFlow on GCP
- Offered by Google Cloud. This is the third course of the Advanced Machine Learning on GCP specialization. In this course, We will take a ... Enroll for free.

Course 4: Sequence Models for Time Series and Natural Language Processing
- Offered by Google Cloud. This course is an introduction to sequence models and their applications, including an overview of sequence model ... Enroll for free.

Course 5: Recommendation Systems with TensorFlow on GCP
- Offered by Google Cloud. In this course, you'll apply your knowledge of classification models and embeddings to build a ML pipeline that ... Enroll for free.

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