Course on Data Engineering, Big Data & Machine Learning on GCP Specialization five-week, accelerated online specialization provides participants with 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
There are 5 Courses in this Specialization
- Google Cloud Platform Big Data and Machine Learning Fundamentals: This 2-week accelerated on-demand course introduces participants to the Big Data and Machine Learning capabilities of Google Cloud Platform (GCP).
- 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.
- Serverless Data Analysis with Google BigQuery and Cloud Dataflow: This 1-week, accelerated on-demand course builds upon Google Cloud Platform Big Data and Machine Learning Fundamentals.
- Serverless Machine Learning with Tensorflow on Google Cloud Platform: This one-week accelerated on-demand course provides participants a hands-on introduction to designing and building machine learning models on Google Cloud Platform.
- 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.
To enroll for this course, click the link below.
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