Learn Google Cloud Professional Data Engineer Certification with 80+ Hands-on demo on storage, Database, ML GCP Services
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What you'll learn
- Grasp Basic Data Engineering & Database Concept
- Provision Basic GCP infrastructure services - VM, Container, GKE, GAE, Cloud Run
- Learn Various Storage Product like Cloud Storage, Disk, Filestore for Unstructured Data
- Structure Data Solution - SQL, Spanner, BigQuery
- Store massive semi structure data in BigTable, Datastore
- Deploy Data Pipeline on different Data Processing Product - DataFlow (Apache Beam), DataProc (Hadoop/Spark), Data Fusion, Composer(Airflow)
- Cleanse, Wrangle & Prepare Your Data with DataPrep
- Machine Learning Basics & its GCP Solution Product
- Search Data Asset from Data catalog
- Visualize Data by creating Reports & Dashboard with Google Data Studio
- Use Prebuilt ML API (Vision, Language, Speech) in your application
- Apply Auto ML on your own data to build model
- Build Machine Learning Custom Model with Notebook , Scikit Learn Library
- Deploy Scikit-learn Model, Tensorflow as endpoint for prediction
- Detect Sensitive PII data with Data Loss Prevention (DLP) API
- Store process and analyse your petabyte-scale data with Google data warehousing solution cloud bigquery
- Decouple application with asynchronous communication Google cloud pub sub
- Store data inside the memory for faster access with memory Store redis database