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    Associate Data Practitioner Learning Path

    school 7 activities
    update Last updated 3 months
    person Managed by Google Cloud
    A Data Practitioner analyzes data, builds models, and extracts insights to solve business problems. This learning path offers a curated collection of on-demand courses, labs, and skill badges, providing practical experience with Google Cloud technologies crucial for data-driven decision-making. Upon completion, explore the Google Cloud Associate Data Practitioner certification to further your career.
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    01

    Introduction to Data Engineering on Google Cloud

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    access_time 9 hours 30 minutes
    show_chart Introductory

    In this course, you learn about data engineering on Google Cloud, the roles and responsibilities of data engineers, and how those map to offerings provided by Google Cloud. You also learn about ways to address data engineering challenges.

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    02

    Derive Insights from BigQuery Data

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    access_time 4 hours 45 minutes
    show_chart Introductory

    Complete the introductory Derive Insights from BigQuery Data skill badge to demonstrate skills in the following: write SQL queries, query public tables, load sample data into BigQuery, troubleshoot common syntax errors with the query validator in BigQuery, and create reports...

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    03

    Prepare Data for Looker Dashboards and Reports

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    access_time 4 hours 45 minutes
    show_chart Introductory

    Complete the introductory Prepare Data for Looker Dashboards and Reports skill badge to demonstrate skills in the following: filtering, sorting, and pivoting data; merging results from different Looker Explores; and using functions and operators to build Looker dashboards and reports...

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    04

    Introduction to AI and Machine Learning on Google Cloud

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    access_time 8 hours
    show_chart Introductory

    This course introduces the AI and machine learning (ML) offerings on Google Cloud that build both predictive and generative AI projects. It explores the technologies, products, and tools available throughout the data-to-AI life cycle, encompassing AI foundations, development, and solutions....

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    05

    Baseline: Infrastructure

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    access_time 3 hours
    show_chart Introductory

    If you are a novice cloud developer looking for hands-on practice beyond Google Cloud Essentials, this course is for you. You will get practical experience through labs that dive into Cloud Storage and other key application services like Monitoring and...

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    06

    Optimizing Cost with Google Cloud Storage

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    access_time 1 hour
    show_chart Intermediate

    In this lab you will configure Cloud Monitoring to observe bucket object access and deploy a Cloud Function to migrate objects from a Regional bucket to a Nearline bucket.

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    07

    Implement Cloud Security Fundamentals on Google Cloud

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    access_time 8 hours 15 minutes
    show_chart Intermediate

    Complete the intermediate Implement Cloud Security Fundamentals on Google Cloud skill badge to demonstrate skills in the following: creating and assigning roles with Identity and Access Management (IAM); creating and managing service accounts; enabling private connectivity across virtual private cloud...

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