GCP Professional Data Engineer Certification Workshop

GCP Professional Data Engineer

Certification Workshop

Enroll Now - US$ 499

About this course

In this course, we will:

  • Prepare for the GCP Data Engineer certification exam
  • Choose the appropriate GCP data storage solution
  • Architect batch and streaming data processing pipelines on GCP
  • Leverage GCP tools for data manipulation, analysis, and visualization
  • Build machine learning models with GCP tools
  • Analyze case studies to optimize data storage and processing solutions

Course content

Chapter 1: Professional Data Engineer Certification Overview

Course Overview

Exam Overview

Chapter 2: Google Storage Fundamentals

Storage Overview

GCP Storage Options

Architecting Data Processing Solutions

GCP Data Engineer Quiz 1

Chapter 3: Storing Binary Data

Google Cloud Storage

Persistent Disks

Encryption

Data Transfer Options

GCP Data Engineer Quiz 2

Chapter 4: Storing Relational Data

Understanding Relational Storage

Cloud SQL

Spanner

GCP Data Engineer Quiz 3

Chapter 5: Managed NoSQL Solutions

Understanding NoSQL Storage

Bigtable

Cloud Firestore

Memorystore

GCP Data Engineer Quiz 4

Chapter 6: Big Data Processing and Analytics

Big Data Processing Overview

Google Cloud Dataproc

BigQuery

Choosing Big Data Strategies

GCP Data Engineer Quiz 5

Chapter 7: Data Processing Pipelines

Google Cloud Dataflow

Pub/Sub

Cloud Dataprep

Cloud Composer

Data Loss Prevention

Chapter 8: Analytics and Visualization

Datalab

Data Studio

Chapter 9: Machine Learning Basics

Machine Learning Overview

Machine Learning Algorithms

Chapter 10: Google Machine Learning Tools

TensorFlow

AI Platform

Pre-Built ML Models

AutoML

BigQuery ML

GCP Data Engineer Quiz 6

Course Summary

Course Summary

GCP Data Engineer Exam

Meet the experts

Doug Rehnstrom

Mike Sutton

Rachel Strong

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