Data Science on Google Cloud Platform: Architecting Solutions

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Free Online Course: Data Science on Google Cloud Platform: Architecting Solutions provided by LinkedIn Learning is a comprehensive online course, which lasts for Less than 1 hour of material. The course is taught in English and is free of charge. Upon completion of the course, you can receive an e-certificate from LinkedIn Learning. Data Science on Google Cloud Platform: Architecting Solutions is taught by Kumaran Ponnambalam.

Overview
  • Learn how to architect data science solutions at scale using the capabilities provided by Google Cloud Platform (GCP).

Syllabus
  • Introduction

    • Architecting data science
    • Use case (UC) notes
    1. Architecting in GCP
    • GCP benefits
    • GCP shortcomings
    • Enterprise: Cloud integration
    • Multicloud integration
    2. UC1: Cloud Data Archive
    • UC1: Analyzing the problem
    • UC1: Outlining the solution
    • UC1: Considering technologies
    • UC1: Laying out the architecture
    • UC1: Designing key elements
    3. UC2: Log Analytics
    • UC2: Analyzing the problem
    • UC2: Outlining the solution
    • UC2: Considering technologies
    • UC2: Laying out the architecture
    • UC2: Designing key elements
    4. UC3: Customer Analytics
    • UC3: Analyzing the problem
    • UC3: Outlining the solution
    • UC3: Considering technologies
    • UC3: Laying out the architecture
    • UC3: Designing key elements
    5. UC4: Real-Time Mobile Couponing
    • UC4: Analyzing the problem
    • UC4: Outlining the solution
    • UC4: Considering technologies
    • UC4: Laying out the architecture
    • UC4: Designing key elements
    Conclusion
    • Next steps