Back to Data Engineering, Big Data, and Machine Learning on GCP

Data Engineering, Big Data, and Machine Learning on GCP

This five-week, accelerated online specialization provides participants a hands-on introduction to designing and building data processing systems on Google Cloud Platform. Through a combination of presentations, demos, and hand-on labs, participants will learn how to design data processing systems, build end-to-end data pipelines, analyze data and carry out machine learning. The course covers structured, unstructured, and streaming data. This course teaches the following skills: • Design and build data processing systems on Google Cloud Platform • Leverage unstructured data using Spark and ML APIs on Cloud Dataproc • Process batch and streaming data by implementing autoscaling data pipelines on Cloud Dataflow • Derive business insights from extremely large datasets using Google BigQuery • Train, evaluate and predict using machine learning models using Tensorflow and Cloud ML • Enable instant insights from streaming data This class is intended for developers who are responsible for: • Extracting, Loading, Transforming, cleaning, and validating data • Designing pipelines and architectures for data processing • Creating and maintaining machine learning and statistical models • Querying datasets, visualizing query results and creating reports >>> By enrolling in this specialization you agree to the Qwiklabs Terms of Service as set out in the FAQ and located at: https://qwiklabs.com/terms_of_service <<<

Status: Cloud Deployment
Status: Data Import/Export
IntermediateSpecialization

Top reviews across Data Engineering, Big Data, and Machine Learning on GCP

AW

Reviewed Apr 15, 2020

Good course but perhaps to make things stick, we would have used one project and built upon it. I felt like I was being tossed all over the place in terms of subjects and topics.

AS

Reviewed May 19, 2020

Informative on various features. But cloud fusion and dataflow are not very clearly explained in detail.. expecting more on this. Want to learn more on the pipeline topic please.

MO

Reviewed May 8, 2020

This course describes in a deep way the main concepts of streaming processing on GCP. The updates respect to previous course are very relevant.

R

Reviewed Jan 31, 2021

Really recommended to get introduce to GCP resources and capabilities.

SG

Reviewed Jul 19, 2020

This is a great course for people wishing to make a career in Data Engineering on the Google Cloud Platform. Highly recommended! Its simply superb!

SV

Reviewed Jun 18, 2020

Excellent course with appropriate explanation on cloud data fusion, data composer, data proc and cloud data-flow. Must learn course for all aspiring Big Data Engineers.

GT

Reviewed Jul 28, 2020

The review of Cloud Pub/Sub and the advanced query functionality of BigQuery was especially good.

BA

Reviewed Sep 9, 2020

Great Big Picture about ML options on GCP, with good highlighting to main advantages and differences for each option.

NN

Reviewed Jan 3, 2022

Great!!! Key to understand how to take advantage of the resources offered by the Google cloud to a modern way to build and process your data.

EL

Reviewed Jul 9, 2020

This course really teaches me in-depth about data engineering than the cloud or any other products offered by GCP which is the most important part.

AS

Reviewed Jun 28, 2020

An excellent course. A great way to teach building streaming data pipelines and optimizing queries on BigQuery and BigTable (by , inter alia, partitioning data sets )through hands-on labs.

MP

Reviewed May 17, 2020

Great course providing the fundamentals of how to do AI and ML on GCP

Learner reviews across Data Engineering, Big Data, and Machine Learning on GCP

Showing: 20 of 377

Konstantin
Course: Build Data Lakes and Data Warehouses on Google Cloud
2.0
Reviewed Jan 15, 2020Course: Build Data Lakes and Data Warehouses on Google Cloud
Bragaru
Course: Build Data Lakes and Data Warehouses on Google Cloud
5.0
Reviewed Feb 9, 2020Course: Build Data Lakes and Data Warehouses on Google Cloud
Morgan
Course: Build Data Lakes and Data Warehouses on Google Cloud
2.0
Reviewed Sep 12, 2020Course: Build Data Lakes and Data Warehouses on Google Cloud
Jaap
Course: Build Data Lakes and Data Warehouses on Google Cloud
2.0
Reviewed Apr 6, 2021Course: Build Data Lakes and Data Warehouses on Google Cloud
Chubareva
Course: Build Data Lakes and Data Warehouses on Google Cloud
2.0
Reviewed Jun 18, 2020Course: Build Data Lakes and Data Warehouses on Google Cloud
Ajjay
Course: Build Data Lakes and Data Warehouses on Google Cloud
5.0
Reviewed May 11, 2020Course: Build Data Lakes and Data Warehouses on Google Cloud
Tarun
Course: Build Data Lakes and Data Warehouses on Google Cloud
5.0
Reviewed Feb 18, 2020Course: Build Data Lakes and Data Warehouses on Google Cloud
Nami
Course: Build Data Lakes and Data Warehouses on Google Cloud
2.0
Reviewed Sep 1, 2021Course: Build Data Lakes and Data Warehouses on Google Cloud
Blair
Course: Build Data Lakes and Data Warehouses on Google Cloud
1.0
Reviewed Jun 7, 2025Course: Build Data Lakes and Data Warehouses on Google Cloud
Yuri
Course: Build Data Lakes and Data Warehouses on Google Cloud
5.0
Reviewed Sep 8, 2020Course: Build Data Lakes and Data Warehouses on Google Cloud
Tawanda
Course: Build Data Lakes and Data Warehouses on Google Cloud
5.0
Reviewed Jan 15, 2020Course: Build Data Lakes and Data Warehouses on Google Cloud
Humberto
Course: Build Data Lakes and Data Warehouses on Google Cloud
5.0
Reviewed May 17, 2020Course: Build Data Lakes and Data Warehouses on Google Cloud
Ahmad
Course: Build Data Lakes and Data Warehouses on Google Cloud
5.0
Reviewed Feb 15, 2020Course: Build Data Lakes and Data Warehouses on Google Cloud
Frank
Course: Build Data Lakes and Data Warehouses on Google Cloud
5.0
Reviewed Apr 17, 2020Course: Build Data Lakes and Data Warehouses on Google Cloud
Adam
Course: Build Data Lakes and Data Warehouses on Google Cloud
2.0
Reviewed Oct 25, 2021Course: Build Data Lakes and Data Warehouses on Google Cloud
Lucy
Course: Build Data Lakes and Data Warehouses on Google Cloud
2.0
Reviewed May 23, 2020Course: Build Data Lakes and Data Warehouses on Google Cloud
Ketaki
Course: Build Data Lakes and Data Warehouses on Google Cloud
2.0
Reviewed Jan 6, 2021Course: Build Data Lakes and Data Warehouses on Google Cloud
Bo
Course: Build Data Lakes and Data Warehouses on Google Cloud
2.0
Reviewed Feb 13, 2020Course: Build Data Lakes and Data Warehouses on Google Cloud
Tim
Course: Build Data Lakes and Data Warehouses on Google Cloud
1.0
Reviewed Jan 25, 2021Course: Build Data Lakes and Data Warehouses on Google Cloud
Singhi
Course: Build Data Lakes and Data Warehouses on Google Cloud
5.0
Reviewed Dec 9, 2020Course: Build Data Lakes and Data Warehouses on Google Cloud