Gcp – Google Cloud Professional Data Engineer Certification

Gcp – Google Cloud Professional Data Engineer Certification
Last updated 9/2024
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz

Learn Google Cloud Professional Data Engineer Certification with 80+ Hands-on demo on storage, Database, ML GCP Services

What you’ll learn
Grasp Basic Data Engineering & Database Concept
Provision Basic GCP infrastructure services – VM, Container, GKE, GAE, Cloud Run
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

Requirements
Enthusiasm & dedication to learn GCP – next Cloud
Google Cloud account – (valid debit or credit card)

Description
Who this course is for:
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