Coursera MOOC / Non-credit 0

Data Engineering, Big Data, and Machine Learning on GCP

Name: Data Engineering, Big Data, and Machine Learning on GCP
Price: 49 USD
Availability: InStock

About this course

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 <<<

68/100

CourseAsk score

What the provider tells you: 32/45
Who stands behind it: 20/35
How complete the listing is: 16/20

Scores how much the provider publishes and who stands behind it — not how well it is taught.

What you'll learn

Design and build data processing systems on Google Cloud Platform
Leverage unstructured data using Spark and ML APIs
Implement autoscaling data pipelines for batch and streaming data
Analyze datasets with Google BigQuery
Train and evaluate machine learning models using TensorFlow

Machine Learning Cloud Computing #google cloud #machine learning #data processing #data analysis #batch processing #data pipelines #bigquery #cloud dataproc #tensorflow #spark #streaming data #dataflow #ml

$49.00

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