Data Lifecycle in GPC | Google Cloud Professional Cloud Architect Exam Study
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Welcome to Cert Prep! In this video, we dive deep into the concept of Data Lifecycle, a crucial topic for the Google Cloud Professional Cloud Architect exam. We will talk about Data Ingestion (real-time vs batch processes), Data Storage (Cloud Storage,BigQuery,Cloud Bigtable,Cloud Spanner,Cloud Firestore), Data Processing(Dataflow,Dataprep,Dataproc) and Analytics. Whether you're just starting your study journey or looking to refine your knowledge, this comprehensive guide will help you understand the key aspects of Data Lifecycle and how it integrates with Google Cloud Platform (GCP).
What You'll Learn:
0:00 - Personal Introduction
0:24 - What is Data and the concept of Data Lifecycle
1:27 - Importance of managing data lifecycle in cloud architecture
2:14 - Data Ingestion
4:48 - Data Storage
5:33 - Data Storage - Cloud Storage
6:07 - Data Storage - BigQuery
6:40 - Data Storage - Cloud SQL
7:21 - Data Storage - Cloud Bigtable
7:59 - Data Storage - Cloud Spanner
8:45 - Data Storage - Cloud Firestore
9:25 - Data Processing and Analytics
9:55 - Data Processing and Analytics - Dataflow
10:54 - Data Processing and Analytics - Dataprep
11:37 - Data Processing and Analytics - Dataproc
12:08 - Data Processing and Analytics - Analytics
12:29 - Real-time vs. Batch processing pipeline
12:33- Real-time vs. Batch processing pipeline - Batch processing
13:15 - Real-time vs. Batch processing pipeline - Real-time Processing
13:52 - Real-time vs. Batch processing pipeline - IOT
15:31 - Conclusion
Resources:
Cloud Architect Learning Path: https://cloud.google.com/network-conn...
Building Batch Data Pipelines on Google Cloud: https://www.cloudskillsboost.google/c...
Google Cloud Cheat Sheet: https://googlecloudcheatsheet.withgoo...
ETL (Extract, Transform, Load) processes: https://cloud.google.com/learn/what-i...
Paid Resources:
Udemy Course: GCP Professional Cloud Architect: Google Cloud Certification by Ranga Karanam | GCP Certification - Google Cloud Engineer & Architect
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