GCP Advanced Skills & Certification Workshop [DE]
Professional Data Engineer
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
Mike Sutton
Rachel Strong
Trusha Ranjan Sahu
saravanan
Rylan Mascarenhas
yassine charjami
Quiz questions are very good, videos are too short and not descriptive at all. There are very few places where the transcripts are correct but in the related video opposite information is said. This needs correction and improvement. Overall, it's Okay.
Aniruddha Sinha
the quiz was nice, would appreciate if you provide the labs for practical just like coursera gives it for free using qwiklabs
Fenil Patel
Gopi Raman
Some videos were rather short and not that informative. Was expecting the new tools like Data Fusion to be included but was not there
tuhina biswas
indrajit.mondal@tcs.com
Sam Jones
Anantha Padmanabhan S P
Aditya Jain
SHOUVIK HALDER
Chanti Yarlagadda
Krishna Singh
Avijit Das
Vinod Patil
Anthony SAADE
Subhashish Sarkar
Reviews
Nakul Videkar and 374 others have booked this class
Harieswaran
Mayur Vishwanath Naik
Gayle Apfel
I really felt that this consolidated my knowledge and helped me feel more confident about attempting the exam
Charlie Newell
Rohan Pradip Shah
Anjali Bhardwaj
Andrea Fiore
Prashanth
vishal sharma
Excellent
Jose Luis de Vicente
Sandeep Bihani
Bernd Brüggenthies
Excellent course, good overview of all relevant topics.
Pramod Jain
K.Siva Kumar Nayak
Balaji Rajokkiyam
Isaac Manoharam J
hemasundar reddy karukala
Yashu Dani
Sushil Paliwal
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