What you will learn from this course?

Google Cloud Platform Big Data and Machine Learning Fundamentals
– Introduction to the Data and Machine Learning on Google Cloud Platform Specialization .
– Recommending Products using Cloud SQL and Spark
– Predict Visitor Purchases with BigQuery ML
– Create Streaming Data Pipelines with Cloud Pub/sub and Cloud Dataflow
– Classify Images with Pre-Built Models using Vision API and Cloud AutoML

Modernizing Data Lakes and Data Warehouses with GCP
– Introduction to Data Engineering
– Building a Data Lake
– Building a data warehouse

Building Batch Data Pipelines on GCP
– Introduction to Batch Data Pipelines
– Executing Spark on Cloud Dataproc
– Manage Data Pipelines with Cloud Data Fusion and Cloud Composer
– Serverless Data Processing with Cloud Dataflow

Building Resilient Streaming Analytics Systems on GCP
– Introduction to Processing Streaming Data
– Serverless Messaging with Cloud Pub/Sub
– Cloud Dataflow Streaming Features
– High-Throughput BigQuery and Bigtable Streaming Features
– Advanced BigQuery Functionality and Performance

Smart Analytics, Machine Learning, and AI on GCP
– Introduction to Analytics and AI
– Prebuilt ML model APIs for Unstructured Data
– Big Data Analytics with Cloud AI Platform Notebooks
– Productionizing Custom ML Models
– Custom Model building with SQL in BigQuery ML
– Custom Model Building with Cloud AutoML

Certification : Yes
Time to complete : 9 weeks
Cost : $49 per month after 7-day free trial, can audit for free (no certificate).
Course Level : Expert
Language : English

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