About this Specialization
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 <<<
From | Google Cloud via Coursera |
---|---|
Hours | 61 |
Instructor | Google Cloud Training |
Language | English |
Subjects | Data Science Programming IT & Networking |
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Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).
DATA PROCESSING AND DATA ENTRY $30k
Data Processing/WinMaster Coordinator $42k
Data Entry/Processing Specialist $51k
Team Data Processing Specialist Lead $54k
Underwriting / Processing $58k
Data Processing Analyst 4 $61k
Engineer Processing $73k
Data Processing Analyst 2 $81k
Space Shuttle Crew Instructor - Data Processing Systems Manager $87k
Senior Data Processing Technician $88k
Senior Data Processing Analyst $110k
Senior Data Processing Specialist $115k
Courses in this Specialization
Listed in the order in which they should be taken
Starts | Course Information | |
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Jul |
Google Cloud Big Data and Machine Learning Fundamentals This course introduces the Google Cloud big data and machine learning products and services that support the data-to-AI lifecycle. It explores the processes, challenges, and... Coursera | Google Cloud |
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Jan |
Leveraging Unstructured Data with Cloud Dataproc on Google Cloud Platform This 1-week, accelerated course builds upon previous courses in the Data Engineering on Google Cloud Platform specialization. Through a combination of video lectures,... Coursera | Google Cloud |
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Jan |
Serverless Data Analysis with Google BigQuery and Cloud Dataflow (You were viewing this course) This 1-week, accelerated on-demand course builds upon Google Cloud Platform Big Data and Machine Learning Fundamentals. Through a combination of instructor-led presentations,... Coursera | Google Cloud |
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Jan |
Serverless Machine Learning with Tensorflow on Google Cloud Platform This one-week accelerated on-demand course provides participants a a hands-on introduction to designing and building machine learning models on Google Cloud Platform. Through a... Coursera | Google Cloud |
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Jan |
Building Resilient Streaming Systems on Google Cloud Platform This 1-week, accelerated on-demand course builds upon Google Cloud Platform Big Data and Machine Learning Fundamentals. Through a combination of video lectures, demonstrations,... Coursera | Google Cloud |
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From | Google Cloud via Coursera |
---|---|
Hours | 61 |
Instructor | Google Cloud Training |
Language | English |
Subjects | Data Science Programming IT & Networking |
Careers
An overview of related careers and their average salaries in the US. Bars indicate income percentile (33rd - 99th).
DATA PROCESSING AND DATA ENTRY $30k
Data Processing/WinMaster Coordinator $42k
Data Entry/Processing Specialist $51k
Team Data Processing Specialist Lead $54k
Underwriting / Processing $58k
Data Processing Analyst 4 $61k
Engineer Processing $73k
Data Processing Analyst 2 $81k
Space Shuttle Crew Instructor - Data Processing Systems Manager $87k
Senior Data Processing Technician $88k
Senior Data Processing Analyst $110k
Senior Data Processing Specialist $115k
Similar Courses
Sorted by relevance