Udemy - Google Cloud Professional Data Engineer Certification Cou...

  • Category Other
  • Type Tutorials
  • Language English
  • Total size 3.8 GB
  • Uploaded By freecoursewb
  • Downloads 491
  • Last checked 1 week ago
  • Date uploaded 2 years ago
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Infohash : A51A3ED8E3AD6559ED58509B1A759E2D7044D39A



Google Cloud Professional Data Engineer Certification Course



https://DevCourseWeb.com

Last updated 4/2023
Created by Jose Portilla
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 89 Lectures ( 10h 30m ) | Size: 3.8 GB

Learn to use Google Cloud for Data Engineering and prepare for the Certification Exam!

What you'll learn
Learn what's needed to pass the Google Cloud Professional Data Engineer Certification Exam
Design Data Processing Systems with Google Cloud Tools
Operationalize Machine Learning Models for Deployment
Learn fundamentals of Big Data and Machine Learning
Discover how to use Google Cloud SQL and Spark
Learn to use BigQuery ML for predictions
Build real-time IoT Dashboards with DataFlow and Data Studio
Learn to use Google Cloud APIs for ML, such as Vision API and AutoML
Build Data Lakes and Data Warehouses on Google Cloud
Use DataFlow for Serverless Data Processing with Apache Beam
Understand the Google Cloud Platform Console
Create Virtual Machines with Google Compute Engines

Requirements
Google Cloud Account (to follow along with labs and assignments)
Some Basic Google Cloud Platform experience

Files:

[ DevCourseWeb.com ] Udemy - Google Cloud Professional Data Engineer Certification Course
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1. Introduction and Course Welcome
    • 1. COURSE OVERVIEW LECTURE - PLEASE DO NOT SKIP!.html (1.0 KB)
    • 1.1 Course Slides.html (0.1 KB)
    • 2. Course Curriculum Overview.mp4 (19.2 MB)
    • 2. Course Curriculum Overview.srt (5.4 KB)
    • 3. GCP Data Overview.mp4 (35.1 MB)
    • 3. GCP Data Overview.srt (8.5 KB)
    • 4. Data Lifecycle.mp4 (60.8 MB)
    • 4. Data Lifecycle.srt (17.4 KB)
    10. Google Cloud Pub Sub
    • 1. Introduction to Pub Sub.mp4 (3.0 MB)
    • 1. Introduction to Pub Sub.srt (0.6 KB)
    • 2. Apache Kafka Pulsar.mp4 (32.8 MB)
    • 2. Apache Kafka Pulsar.srt (8.1 KB)
    • 3. Pub Sub Overview.mp4 (17.5 MB)
    • 3. Pub Sub Overview.srt (4.2 KB)
    • 4. Pub Sub Architecture.mp4 (39.7 MB)
    • 4. Pub Sub Architecture.srt (12.0 KB)
    • 5. Pub Sub DEMO.mp4 (32.7 MB)
    • 5. Pub Sub DEMO.srt (7.2 KB)
    11. Data Studio on Google Cloud
    • 1. Introduction to Data Studio.mp4 (2.8 MB)
    • 1. Introduction to Data Studio.srt (0.8 KB)
    • 2. Data Studio Overview.mp4 (30.7 MB)
    • 2. Data Studio Overview.srt (7.0 KB)
    • 3. Data Studio DEMO.mp4 (38.9 MB)
    • 3. Data Studio DEMO.srt (9.5 KB)
    12. Dataprep on Google Cloud
    • 1. Introduction to Dataprep.mp4 (4.1 MB)
    • 1. Introduction to Dataprep.srt (0.9 KB)
    • 2. Dataprep Features and Overview.mp4 (19.6 MB)
    • 2. Dataprep Features and Overview.srt (5.1 KB)
    • 3. Dataprep DEMO.mp4 (57.0 MB)
    • 3. Dataprep DEMO.srt (16.1 KB)
    13. Machine Learning on GCP
    • 1. Introduction to Machine Learning Overview Section.mp4 (11.9 MB)
    • 1. Introduction to Machine Learning Overview Section.srt (2.6 KB)
    • 2. Understanding the Machine Learning Pathway.mp4 (42.1 MB)
    • 2. Understanding the Machine Learning Pathway.srt (16.0 KB)
    • 3. Why Machine Learning.mp4 (46.9 MB)
    • 3. Why Machine Learning.srt (14.8 KB)
    • 4. Types of Machine Learning Algorithms.mp4 (40.7 MB)
    • 4. Types of Machine Learning Algorithms.srt (11.9 KB)
    • 5. Supervised Machine Learning Process.mp4 (74.8 MB)
    • 5. Supervised Machine Learning Process.srt (20.0 KB)
    • 6. Difference AI and ML.mp4 (31.0 MB)
    • 6. Difference AI and ML.srt (7.8 KB)
    • 7. Overview AI and ML on Google Cloud.mp4 (52.6 MB)
    • 7. Overview AI and ML on Google Cloud.srt (13.0 KB)
    • 8. Vertex AI Overview.mp4 (35.6 MB)
    • 8. Vertex AI Overview.srt (8.7 KB)
    • 9. Vertex AI Workbench Jupyter Notebook on Google Cloud.mp4 (59.0 MB)
    • 9. Vertex AI Workbench Jupyter Notebook on Google Cloud.srt (14.7 KB)
    14. Google Cloud Professional Data Engineer Exam Guide
    • 1. Introduction to Exam Guide.mp4 (3.7 MB)
    • 1. Introduction to Exam Guide.srt (0.9 KB)
    • 2. Exam Topics Overview.mp4 (72.0 MB)
    • 2. Exam Topics Overview.srt (17.3 KB)
    • 3. Exam Experience.mp4 (50.4 MB)
    • 3. Exam Experience.srt (13.1 KB)
    • 4. Google Cloud Professional Data Engineer Practice Exam.html (0.2 KB)
    2. Introduction to Google Cloud
    • 1. Introduction to Google Cloud.html (0.2 KB)
    • 2. What is Cloud A Cloud Computing Overview.mp4 (69.8 MB)
    • 2. What is Cloud A Cloud Computing Overview.srt (18.0 KB)
    • 3. GCP Network Infrastructure.mp4 (80.8 MB)
    • 3. GCP Network Infrastructure.srt (17.7 KB)
    • 4. GCP Network Connections.mp4 (153.7 MB)
    • 4. GCP Network Connections.srt (28.1 KB)
    • 5. Why Choose GCP.mp4 (75.2 MB)
    • 5. Why Choose GCP.srt (20.7 KB)
    • 6. Google Cloud Account Set-up.mp4 (50.1 MB)
    • 6. Google Cloud Account Set-up.srt (11.9 KB)
    • 7. Billing and Budgets.mp4 (26.8 MB)
    • 7. Billing and Budgets.srt (6.6 KB)
    • 8. Billing Tour DEMO.mp4 (35.3 MB)
    • 8. Billing Tour DEMO.srt (12.6 KB)
    • 9. Setting a Budget Alert DEMO.mp4 (20.4 MB)
    • 9. Setting a Budget Alert DEMO.srt (6.9 KB)
    3. Google Storage Overview
    • 1. GCP Storage Overview.mp4 (5.2 MB)
    • 1. GCP Storage Overview.srt (1.0 KB)
    • 10. Cloud Spanner DEMO.mp4 (109.1 MB)
    • 10. Cloud Spanner DEMO.srt (26.2 KB)
    • 11. Cloud BigTable.mp4 (41.9 MB)
    • 11. Cloud BigTable.srt (11.6 KB)
    • 12. Memorystore.mp4 (23.1 MB)
    • 12. Memorystore.srt (5.7 KB)
    • 2. GCP Storage Tour.mp4 (31.4 MB)
    • 2. GCP Storage Tour.srt (8.8 KB)
    • 3. Cloud Storage.mp4 (138.7 MB)
    • 3. Cloud Storage.srt (34.9 KB)
    • 4. Cloud Storage DEMO.mp4 (118.4 MB)
    • 4. Cloud Storage DEMO.srt (28.5 KB)
    • 5. Filestore.mp4 (40.8 MB)
    • 5. Filestore.srt (9.8 KB)
    • 6. Filestore DEMO.mp4 (109.7 MB)
    • 6. Filestore DEMO.srt (23.1 KB)
    • 7. Cloud SQL.mp4 (49.8 MB)
    • 7. Cloud SQL.srt (13.1 KB)
    • 8. Cloud SQL DEMO.mp4 (112.7 MB)
    • 8. Cloud SQL DEMO.srt (26.9 KB)
    • 9. Cloud Spanner.mp4 (34.9 MB)
    • 9. Cloud Spanner.srt (9.4 KB)
    4. Big Data Overview
    • 1. Big Data Overview.mp4 (8.0 MB)
    • 1. Big Data Overview.srt (1.8 KB)
    • 2. MapReduce.mp4 (40.1 MB)
    • 2. MapReduce.srt (10.1 KB)
    • 3. Apache Hadoop.mp4 (33.8 MB)
    • 3. Apache Hadoop.srt (8.6 KB)
    • 4. Apache Pig.mp4 (17.7 MB)
    • 4. Apache Pig.srt (3.4 KB)
    • 5. Apache Spark.mp4 (35.8 MB)
    • 5. Apache Spark.srt (8.3 KB)
    • 6. Apache Kafka.mp4 (26.9 MB)
    • 6. Apache Kafka.srt (6.3 KB)
    5. Google Bigquery
    • 1. Introduction to Bigquery.mp4 (8.4 MB)
    • 1. Introduction to Bigquery.srt (2.0 KB)
    • 10. BigQuery Nested and Repeated Fields.mp4 (42.9 MB)
    • 10. BigQuery Nested and Repeated Fields.srt (10.7 KB)
    • 11. Nested Fields DEMO.mp4 (62.7 MB)
    • 11. Nested Fields DEMO.srt (12.2 KB)
    • 12. Partioning and Clustering.mp4 (34.5 MB)
    • 12. Partioning and Clustering.srt (8.5 KB)
    • 13. BigQuery and Machine Learning.mp4 (23.9 MB)
    • 13. BigQuery and Machine Learning.srt (5.6 KB)
    • 14. BigQuery and Machine Learning DEMO.mp4 (66.5 MB)
    • 14. BigQuery and Machine Learning DEMO.srt (17.6 KB)
    • 15. BigQuery Best Practices.mp4 (33.2 MB)
    • 15. BigQuery Best Practices.srt (8.0 KB)
    • 16. BigQuery IAM Policy and Monitoring.mp4 (28.0 MB)
    • 16. BigQuery IAM Policy and Monitoring.srt (6.2 KB)
    • 17. BigQuery Streaming.mp4 (30.7 MB)
    • 17. BigQuery Streaming.srt (6.5 KB)
    • 2. Data Lakes vs Data Warehouse.mp4 (81.6 MB)
    • 2. Data Lakes vs Data Warehouse.srt (22.1 KB)
    • 3. BigQuery Architecture.mp4 (52.7 MB)
    • 3. BigQuery Architecture.srt (13.6 KB)
    • 4. BigQuery Basic Hierarchy.mp4 (57.1 MB)
    • 4. BigQuery Basic Hierarchy.srt (16.7 KB)
    • 5. BigQuery Basics DEMO.mp4 (69.6 MB)
    • 5. BigQuery Basics DEMO.srt (17.0 KB)
    • 6. BigQuery Command Line Tool DEMO.mp4 (53.6 MB)
    • 6. BigQuery Command Line Tool DEMO.srt (12.6 KB)
    • 7. BigQuery Ingesting Data Input.mp4 (31.9 MB)
    • 7. BigQuery Ingesting Data Input.srt (7.1 KB)
    • 8. BigQuery Loading Data DEMO.mp4 (87.5 MB)
    • 8. BigQuery Loading Data DEMO.srt (24.9 KB)
    • 9. BigQuery Understanding Schemas.mp4 (43.0 MB)
    • 9. BigQuery Understanding Schemas.srt (10.5 KB)
    6. Dataproc on Google Cloud
    • 1. Introduction to Dataproc.mp4 (3.8 MB)
    • 1. Introduction to Dataproc.srt (0.8 KB)
    • 2. Hadoop Based Ecosystem Review.mp4 (26.0 MB)
    • 2. Hadoop Based Ecosystem Review.srt (6.3 KB)
    • 3. Dataproc Key Features.mp4 (37.1 MB)
    • 3. Dataproc Key Features.srt (8.9 KB)
    • 4. Dataproc Optimization.mp4 (33.5 MB)
    • 4. Dataproc Optimization.srt (8.1 KB)
    • 5. Dataproc DEMO.mp4 (73.6 MB)
    • 5. Dataproc DEMO.srt (17.9 KB)
    • 6. Dataproc with Cloud Storage.mp4 (35.3 MB)
    • 6. Dataproc with Cloud Storage.srt (8.3 KB)
    7. Cloud Data Fusion
    • 1. Introduction to Data Fusion.mp4 (3.0 MB)
    • 1. Introduction to Data Fusion.srt (0.7 KB)
    • 2. Cloud Data Fusion.mp4 (43.4 MB)
    • 2. Cloud Data Fusion.srt (10.7 KB)
    • 3. Data Fusion User Interface.mp4 (28.3 MB)
    • 3. Data Fusion User Interface.srt (8.3 KB)
    • 4. Data Fusion DEMO.mp4 (82.7 MB)
    • 4. Data Fusion DEMO.srt (21.3 KB)
    8. Cloud Composer
    • 1. Introduction to Cloud Composer.mp4 (3.1 MB)
    • 1. Introduction to Cloud Composer.srt (0.7 KB)
    • 2. Apache Airflow Overview.mp4 (29.7 MB)
    • 2. Apache Airflow Overview.srt (7.3 KB)
    • 3. Cloud Composer.mp4 (30.6 MB)
    • 3. Cloud Composer.srt (6.7 KB)
    • 4. Cloud Composer DEMO.mp4 (44.3 MB)
    • 4. Cloud Composer DEMO.srt (14.5 KB)
    9. Cloud Dataflow
    • 1. Introduction to Cloud Dataflow.mp4 (2.8 MB)
    • 1. Introduction to Cloud Dataflow.srt (0.6 KB)
    • 2. Cloud Dataflow Overview.mp4 (42.1 MB)
    • 2. Cloud Dataflow Overview.srt (10.2 KB)
    • 3. Cloud Dataflow Templates and SQL.mp4 (26.4 MB)
    • 3. Cloud Dataflow Templates and SQL.srt (5.5 KB)
    • 4. Cloud Dataflow DEMO.mp4 (108.6 MB)
    • 4. Cloud Dataflow DEMO.srt (22.9 KB)
    • Bonus Resources.txt (0.4 KB)

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