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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

Reviewed Apr 15, 2020
Course: Build Data Lakes and Data Warehouses on Google Cloud

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.

Reviewed May 19, 2020
Course: Build Batch Data Pipelines on Google Cloud

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.

Reviewed Jun 28, 2020
Course: Build Streaming Data Pipelines on Google Cloud

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.

Reviewed May 11, 2020
Course: Smart Analytics, Machine Learning, and AI on Google Cloud

Content was fun and exciting but some exercises/graded labs inside this course are very unclear with the instructions and also took a long time to finish (model training).

Reviewed Jul 19, 2020
Course: Build Data Lakes and Data Warehouses on Google Cloud

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!

Reviewed Jun 18, 2020
Course: Build Batch Data Pipelines on Google Cloud

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.

Reviewed Aug 12, 2020
Course: Build Streaming Data Pipelines on Google Cloud

I really enjoyed this course. There is ample time in the labs to experiment and get familiar with the concepts and techniques being taught in this course.

Reviewed Feb 28, 2021
Course: Smart Analytics, Machine Learning, and AI on Google Cloud

Amazing to be part of this great learning Journey!! I am learning concepts and strong fundamentals to build a good foundation.

Reviewed Jan 3, 2022
Course: Build Data Lakes and Data Warehouses on Google Cloud

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.

Reviewed Jul 9, 2020
Course: Build Batch Data Pipelines on Google Cloud

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.

Reviewed Jan 9, 2022
Course: Build Streaming Data Pipelines on Google Cloud

Great course to understand how to create batch and streaming pipelines to ingest data into data lakes and data warehouses, and advanced bigquery techniques optimization.

Reviewed Jun 21, 2020
Course: Smart Analytics, Machine Learning, and AI on Google Cloud

Great learning. Thank you for the wonderful videos and assessment labs

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

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Konstantin
Course: Build Data Lakes and Data Warehouses on Google CloudReviewed Jan 15, 2020Course: Build Data Lakes and Data Warehouses on Google Cloud
Bragaru
Course: Build Data Lakes and Data Warehouses on Google CloudReviewed Feb 9, 2020Course: Build Data Lakes and Data Warehouses on Google Cloud
Morgan
Course: Build Data Lakes and Data Warehouses on Google CloudReviewed Sep 12, 2020Course: Build Data Lakes and Data Warehouses on Google Cloud
Jaap
Course: Build Data Lakes and Data Warehouses on Google CloudReviewed Apr 6, 2021Course: Build Data Lakes and Data Warehouses on Google Cloud
Chubareva
Course: Build Data Lakes and Data Warehouses on Google CloudReviewed Jun 18, 2020Course: Build Data Lakes and Data Warehouses on Google Cloud
Ajjay
Course: Build Data Lakes and Data Warehouses on Google CloudReviewed May 11, 2020Course: Build Data Lakes and Data Warehouses on Google Cloud
Tarun
Course: Build Data Lakes and Data Warehouses on Google CloudReviewed Feb 18, 2020Course: Build Data Lakes and Data Warehouses on Google Cloud
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Course: Build Data Lakes and Data Warehouses on Google CloudReviewed Sep 1, 2021Course: Build Data Lakes and Data Warehouses on Google Cloud
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Course: Build Data Lakes and Data Warehouses on Google CloudReviewed Jun 7, 2025Course: Build Data Lakes and Data Warehouses on Google Cloud
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Course: Build Data Lakes and Data Warehouses on Google CloudReviewed Sep 8, 2020Course: Build Data Lakes and Data Warehouses on Google Cloud
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Course: Build Data Lakes and Data Warehouses on Google CloudReviewed Jan 15, 2020Course: Build Data Lakes and Data Warehouses on Google Cloud
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Course: Build Data Lakes and Data Warehouses on Google CloudReviewed May 17, 2020Course: Build Data Lakes and Data Warehouses on Google Cloud
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Course: Build Data Lakes and Data Warehouses on Google CloudReviewed Feb 15, 2020Course: Build Data Lakes and Data Warehouses on Google Cloud
Frank
Course: Build Data Lakes and Data Warehouses on Google CloudReviewed Apr 17, 2020Course: Build Data Lakes and Data Warehouses on Google Cloud
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Course: Build Data Lakes and Data Warehouses on Google CloudReviewed Oct 25, 2021Course: Build Data Lakes and Data Warehouses on Google Cloud
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Course: Build Data Lakes and Data Warehouses on Google CloudReviewed May 23, 2020Course: Build Data Lakes and Data Warehouses on Google Cloud
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Course: Build Data Lakes and Data Warehouses on Google CloudReviewed Jan 6, 2021Course: Build Data Lakes and Data Warehouses on Google Cloud
Bo
Course: Build Data Lakes and Data Warehouses on Google CloudReviewed Feb 13, 2020Course: Build Data Lakes and Data Warehouses on Google Cloud
Tim
Course: Build Data Lakes and Data Warehouses on Google CloudReviewed Jan 25, 2021Course: Build Data Lakes and Data Warehouses on Google Cloud
Singhi
Course: Build Data Lakes and Data Warehouses on Google CloudReviewed Dec 9, 2020Course: Build Data Lakes and Data Warehouses on Google Cloud