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Advanced Machine Learning on Google Cloud
Coursera
Specialization
Unknown

Advanced Machine Learning on Google Cloud

Google Cloud

This specialization offers advanced machine learning training on Google Cloud, focusing on optimizing, deploying, and scaling sophisticated ML models for diverse data types.

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About this Course

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

What You'll Learn

  • Build scalable, advanced machine learning models for various data types
  • Deploy accurate, production-ready ML models on Google Cloud Platform
  • Develop recommendation systems using machine learning techniques

Prerequisites

  • Prior hands-on experience with basic machine learning concepts
  • Ability to apply main tools and methods independently

Instructors

G

Google Cloud Training

Topics

Machine Learning
Data Science
Cloud Computing
Information Technology
AI Personalization
Applied Machine Learning
Cloud Deployment
Computer Vision
Convolutional Neural Networks
Embeddings

Course Info

PlatformCoursera
LevelUnknown
PacingUnknown
PriceFree

Skills

التعلم الآلي
علوم البيانات
الحوسبة السحابية
تكنولوجيا المعلومات
تخصيص الذكاء الاصطناعي
التعلم الآلي التطبيقي
نشر على السحابة
الرؤية الحاسوبية
Convolutional Neural Networks
Embeddings

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