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[FreeCourseSite.com] Udemy - Master Data Engineering using GCP Data Analytics
magnet:?xt=urn:btih:970fdebbe6b0f74fda20044cb2b1d14fa231df5b&dn=[FreeCourseSite.com] Udemy - Master Data Engineering using GCP Data Analytics
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970fdebbe6b0f74fda20044cb2b1d14fa231df5b
infohash:
152
文件数量
4.15 GB
文件大小
2024-4-4 12:14
创建日期
2024-5-14 06:09
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FreeCourseSite
com
Udemy
-
Master
Data
Engineering
using
GCP
Data
Analytics
1. Introduction to Data Engineering using GCP Data Analytics/1. Introduction to Data Engineering using GCP Data Analytics.mp4 21.83 MB
1. Introduction to Data Engineering using GCP Data Analytics/2. Pre-requisites for Data Engineering using GCP Data Analytics.mp4 6.07 MB
1. Introduction to Data Engineering using GCP Data Analytics/3. Highlights of the Data Engineering using GCP Data Analytics Course.mp4 10.37 MB
1. Introduction to Data Engineering using GCP Data Analytics/4. Overview of Udemy Platform to take course effectively.mp4 47.27 MB
1. Introduction to Data Engineering using GCP Data Analytics/5. Refund Policy and Request for Rating and Feedback.mp4 9.12 MB
2. Setup Environment for Data Engineering using GCP Data Analytics/1. Review Data Engineering on GCP Folder.mp4 17.55 MB
2. Setup Environment for Data Engineering using GCP Data Analytics/2. Setup VS Code Workspace for Data Engineering on GCP.mp4 16.49 MB
2. Setup Environment for Data Engineering using GCP Data Analytics/3. Setup and Integrate Python 3.9 venv with VS Code Workspace.mp4 14.99 MB
3. Getting Started with GCP for Data Engineering using GCP Data Analytics/1. Introduction to Getting Started with GCP.mp4 8.19 MB
3. Getting Started with GCP for Data Engineering using GCP Data Analytics/10. Overview of Google Cloud Shell.mp4 17.51 MB
3. Getting Started with GCP for Data Engineering using GCP Data Analytics/11. Install Google Cloud SDK on Windows.mp4 35.4 MB
3. Getting Started with GCP for Data Engineering using GCP Data Analytics/12. Initialize gcloud CLI using GCP Project.mp4 25.59 MB
3. Getting Started with GCP for Data Engineering using GCP Data Analytics/13. Reinitialize Google Cloud Shell with Project id.mp4 20.58 MB
3. Getting Started with GCP for Data Engineering using GCP Data Analytics/14. Overview of Analytics Services on GCP.mp4 14.91 MB
3. Getting Started with GCP for Data Engineering using GCP Data Analytics/15. Conclusion to Get Started with GCP for Data Engineering.mp4 7.85 MB
3. Getting Started with GCP for Data Engineering using GCP Data Analytics/2. Pre-requisite Skills to Sign up for course on GCP Data Analytics.mp4 12.1 MB
3. Getting Started with GCP for Data Engineering using GCP Data Analytics/3. Overview of Cloud Platforms.mp4 16.67 MB
3. Getting Started with GCP for Data Engineering using GCP Data Analytics/4. Overview of Google Cloud Platform or GCP.mp4 21.93 MB
3. Getting Started with GCP for Data Engineering using GCP Data Analytics/5. Overview of Signing for GCP Account.mp4 12.1 MB
3. Getting Started with GCP for Data Engineering using GCP Data Analytics/6. Create New Google Account using Non Gmail Id.mp4 10.9 MB
3. Getting Started with GCP for Data Engineering using GCP Data Analytics/7. Sign up for GCP using Google Account.mp4 15.97 MB
3. Getting Started with GCP for Data Engineering using GCP Data Analytics/8. Overview of GCP Credits.mp4 24.3 MB
3. Getting Started with GCP for Data Engineering using GCP Data Analytics/9. Overview of GCP Project and Billing.mp4 12.8 MB
4. Setting up Data Lake using Google Cloud Storage/1. Getting Started with Google Cloud Storage or GCS.mp4 17.97 MB
4. Setting up Data Lake using Google Cloud Storage/10. Cleanup Buckets in GCS using gsutil.mp4 39.02 MB
4. Setting up Data Lake using Google Cloud Storage/11. Exercise to Manage Buckets and Files in GCS using gsutil.mp4 5.06 MB
4. Setting up Data Lake using Google Cloud Storage/12. Overview of Setting up Data Lake using GCS.mp4 7.65 MB
4. Setting up Data Lake using Google Cloud Storage/13. Setup Google Cloud Libraries in Python Virtual Environment.mp4 27.57 MB
4. Setting up Data Lake using Google Cloud Storage/14. Setup Bucket and Files in GCS using gsutil.mp4 31.63 MB
4. Setting up Data Lake using Google Cloud Storage/15. Getting Started to manage files in GCS using Python.mp4 27.25 MB
4. Setting up Data Lake using Google Cloud Storage/16. Setup Credentials for Python and GCS Integration.mp4 16.51 MB
4. Setting up Data Lake using Google Cloud Storage/17. Review Methods in Google Cloud Storage Python library.mp4 16.11 MB
4. Setting up Data Lake using Google Cloud Storage/18. Get GCS Bucket Details using Python.mp4 35 MB
4. Setting up Data Lake using Google Cloud Storage/19. Manage Blobs or Files in GCS using Python.mp4 73.98 MB
4. Setting up Data Lake using Google Cloud Storage/2. Overview of Google Cloud Storage or GCS Web UI.mp4 27.66 MB
4. Setting up Data Lake using Google Cloud Storage/20. Project Problem Statement to Manage Files in GCS using Python.mp4 12.38 MB
4. Setting up Data Lake using Google Cloud Storage/21. Design to Upload multiple files into GCS using Python.mp4 20.82 MB
4. Setting up Data Lake using Google Cloud Storage/22. Get File Names to upload into GCS using Python glob and os.mp4 15.26 MB
4. Setting up Data Lake using Google Cloud Storage/23. Upload all Files to GCS as blobs using Python.mp4 32.72 MB
4. Setting up Data Lake using Google Cloud Storage/24. Validate Files or Blobs in GCS using Python.mp4 34.72 MB
4. Setting up Data Lake using Google Cloud Storage/25. Overview of Processing Data in GCS using Pandas.mp4 54.77 MB
4. Setting up Data Lake using Google Cloud Storage/26. Convert Data to Parquet and Write to GCS using Pandas.mp4 37.31 MB
4. Setting up Data Lake using Google Cloud Storage/27. Design to Upload multiple files into GCS using Pandas.mp4 17.63 MB
4. Setting up Data Lake using Google Cloud Storage/28. Get File Names to upload into GCS using Python glob and os.mp4 20.54 MB
4. Setting up Data Lake using Google Cloud Storage/29. Overview of Parquet File Format and Schemas JSON File.mp4 29.3 MB
4. Setting up Data Lake using Google Cloud Storage/3. Upload Folders and Files using into GCS Bucket using GCP Web UI.mp4 12.43 MB
4. Setting up Data Lake using Google Cloud Storage/30. Get Column Names for Dataset using Schemas JSON File.mp4 54.25 MB
4. Setting up Data Lake using Google Cloud Storage/31. Upload all Files to GCS as Parquet using Pandas.mp4 47.38 MB
4. Setting up Data Lake using Google Cloud Storage/32. Perform Validation of Files Copied using Pandas.mp4 40.81 MB
4. Setting up Data Lake using Google Cloud Storage/4. Review GCS Buckets and Objects using gsutil commands.mp4 26.26 MB
4. Setting up Data Lake using Google Cloud Storage/5. Delete GCS Bucket using Web UI.mp4 4.82 MB
4. Setting up Data Lake using Google Cloud Storage/6. Setup Data Repository in Google Cloud Shell.mp4 15.74 MB
4. Setting up Data Lake using Google Cloud Storage/7. Overview of Data Sets.mp4 23.44 MB
4. Setting up Data Lake using Google Cloud Storage/8. Managing Buckets in GCS using gsutil.mp4 28.26 MB
4. Setting up Data Lake using Google Cloud Storage/9. Copy Data Sets into GCS using gsutil.mp4 28.89 MB
5. Setup Postgres Database using Cloud SQL/1. Overview of GCP Cloud SQL.mp4 16.25 MB
5. Setup Postgres Database using Cloud SQL/10. Read Data From Files to Pandas Data Frame.mp4 59.68 MB
5. Setup Postgres Database using Cloud SQL/11. Process Data using Pandas Dataframe APIs.mp4 30.78 MB
5. Setup Postgres Database using Cloud SQL/12. Write Pandas Dataframe into Postgres Database Table.mp4 44.28 MB
5. Setup Postgres Database using Cloud SQL/13. Validate Data in Postgres Database Tables using Pandas.mp4 31.74 MB
5. Setup Postgres Database using Cloud SQL/14. Getting Started with Secrets using GCP Secret Manager.mp4 16.84 MB
5. Setup Postgres Database using Cloud SQL/15. Configure Access to GCP Secret Manager via IAM Roles.mp4 26.03 MB
5. Setup Postgres Database using Cloud SQL/16. Install Google Cloud Secret Manager Python Library.mp4 9.99 MB
5. Setup Postgres Database using Cloud SQL/17. Get Secret Details from GCP Secret Manager using Python.mp4 41.56 MB
5. Setup Postgres Database using Cloud SQL/18. Connect to Database using Credentials from Secret Manager.mp4 32.51 MB
5. Setup Postgres Database using Cloud SQL/19. Stop GCP Cloud SQL Postgres Database Server.mp4 16.79 MB
5. Setup Postgres Database using Cloud SQL/2. Setup Postgres Database Server using GCP Cloud SQL.mp4 18.86 MB
5. Setup Postgres Database using Cloud SQL/3. Configure Network for Cloud SQL Postgres Database.mp4 26.12 MB
5. Setup Postgres Database using Cloud SQL/4. Validate Client Tools for Postgres on Mac or PC.mp4 11.47 MB
5. Setup Postgres Database using Cloud SQL/5. Setup Database in GCP Cloud SQL Postgres Database Server.mp4 24.03 MB
5. Setup Postgres Database using Cloud SQL/6. Setup Tables in GCP Cloud SQL Postgres Database.mp4 26.56 MB
5. Setup Postgres Database using Cloud SQL/7. Validate Data in GCP Cloud SQL Postgres Database Tables.mp4 14.75 MB
5. Setup Postgres Database using Cloud SQL/8. Integration of GCP Cloud SQL Postgres with Python.mp4 53.87 MB
5. Setup Postgres Database using Cloud SQL/9. Overview of Integration of GCP Cloud SQL Postgres with Pandas.mp4 33.09 MB
6. Big Data Processing using Google Dataproc/1. Getting Started with GCP Dataproc.mp4 21.47 MB
6. Big Data Processing using Google Dataproc/10. Copy Local Files into HDFS on Dataproc.mp4 40.24 MB
6. Big Data Processing using Google Dataproc/11. Copy GCS Files into HDFS on Dataproc.cmproj.mp4 39.43 MB
6. Big Data Processing using Google Dataproc/12. Validate Pyspark CLI in Dataproc Cluster.mp4 30.8 MB
6. Big Data Processing using Google Dataproc/13. Validate Spark Scala CLI in Dataproc Cluster.mp4 26.4 MB
6. Big Data Processing using Google Dataproc/14. Validate Spark SQL CLI in Dataproc Cluster.mp4 25.66 MB
6. Big Data Processing using Google Dataproc/2. Setup Single Node Dataproc Cluster for Development.mp4 32.12 MB
6. Big Data Processing using Google Dataproc/3. Validate SSH Connectivity to Master Node of Dataproc Cluster.mp4 32.93 MB
6. Big Data Processing using Google Dataproc/4. Allocate Static IP to the Master Node VM of Dataproc Cluster.mp4 30.62 MB
6. Big Data Processing using Google Dataproc/5. Setup VS Code Remote Window for Dataproc VM.mp4 24.83 MB
6. Big Data Processing using Google Dataproc/6. Setup Workspace using VS Code on Dataproc.mp4 14.94 MB
6. Big Data Processing using Google Dataproc/7. Getting Started with HDFS Commands on Dataproc.mp4 25.77 MB
6. Big Data Processing using Google Dataproc/8. Recap of gsutil to manage files and folders in GCS.mp4 26.21 MB
6. Big Data Processing using Google Dataproc/9. Review Data Sets setup on Dataproc Master Node VM.mp4 16.97 MB
7. ELT Data Pipelines using Dataproc on GCP/1. Overview of GCP Dataproc Jobs and Workflow.mp4 18.56 MB
7. ELT Data Pipelines using Dataproc on GCP/10. Develop Spark SQL Script to Cleanup Databases.mp4 28.28 MB
7. ELT Data Pipelines using Dataproc on GCP/11. Copy Spark SQL Scripts to GCS.mp4 11 MB
7. ELT Data Pipelines using Dataproc on GCP/12. Run and Validate Spark SQL Scripts in GCS.mp4 89.59 MB
7. ELT Data Pipelines using Dataproc on GCP/13. Limitations of Running Spark SQL Scripts using Dataproc Jobs.mp4 25.07 MB
7. ELT Data Pipelines using Dataproc on GCP/14. Manage Dataproc Clusters using gcloud Commands.mp4 27.31 MB
7. ELT Data Pipelines using Dataproc on GCP/15. Run Dataproc Jobs using Spark SQL Command or Query.mp4 45.55 MB
7. ELT Data Pipelines using Dataproc on GCP/16. Run Dataproc Jobs using Spark SQL Scripts.mp4 73.39 MB
7. ELT Data Pipelines using Dataproc on GCP/17. Exercises to Run Spark SQL Scripts as Dataproc Jobs using gcloud.mp4 17.28 MB
7. ELT Data Pipelines using Dataproc on GCP/18. Delete Dataproc Jobs using gcloud commands.mp4 26.57 MB
7. ELT Data Pipelines using Dataproc on GCP/19. Importance of using gcloud commands to manage dataproc jobs.mp4 13.62 MB
7. ELT Data Pipelines using Dataproc on GCP/2. Setup JSON Dataset in GCS for Dataproc Jobs.mp4 18.32 MB
7. ELT Data Pipelines using Dataproc on GCP/20. Getting Started with Dataproc Workflow Templates using Web UI.mp4 46.34 MB
7. ELT Data Pipelines using Dataproc on GCP/21. Review Steps and Design to create Dataproc Workflow Template.mp4 74.29 MB
7. ELT Data Pipelines using Dataproc on GCP/22. Create Dataproc Workflow Template and Add Cluster using gcloud Commands.mp4 59.95 MB
7. ELT Data Pipelines using Dataproc on GCP/23. Review gcloud Commands to Add Jobs to Dataproc Workflow Templates.mp4 74.28 MB
7. ELT Data Pipelines using Dataproc on GCP/24. Add Jobs to Dataproc Workflow Template using Commands.mp4 43.22 MB
7. ELT Data Pipelines using Dataproc on GCP/25. Instantiate Dataproc Workflow Template to run the Data Pipeline.mp4 36.7 MB
7. ELT Data Pipelines using Dataproc on GCP/26. Overview of Dataproc Operations and Deleting Workflow Runs.mp4 38.71 MB
7. ELT Data Pipelines using Dataproc on GCP/27. Run and Validate ELT Data Pipeline using Dataproc.mp4 63.78 MB
7. ELT Data Pipelines using Dataproc on GCP/28. Stop Dataproc Cluster.mp4 9.15 MB
7. ELT Data Pipelines using Dataproc on GCP/3. Review Spark SQL Commands used for Dataproc Jobs.mp4 61.51 MB
7. ELT Data Pipelines using Dataproc on GCP/4. Run Dataproc Job using Spark SQL.mp4 29.89 MB
7. ELT Data Pipelines using Dataproc on GCP/5. Overview of Modularizing Spark SQL Applications for Dataproc.mp4 28.37 MB
7. ELT Data Pipelines using Dataproc on GCP/6. Review Spark SQL Scripts for Dataproc Jobs and Workflows.mp4 29.29 MB
7. ELT Data Pipelines using Dataproc on GCP/7. Validate Spark SQL Script for File Format Conversion.mp4 61.93 MB
7. ELT Data Pipelines using Dataproc on GCP/8. Exercise to convert file format using Spark SQL Script.mp4 20.74 MB
7. ELT Data Pipelines using Dataproc on GCP/9. Validate Spark SQL Script for Daily Product Revenue.mp4 44.69 MB
8. Big Data Processing using Databricks on GCP/1. Signing up for Databricks on GCP.mp4 19.24 MB
8. Big Data Processing using Databricks on GCP/10. Upload Data Set into DBFS using GCS Web UI.mp4 21.21 MB
8. Big Data Processing using Databricks on GCP/11. Copy Data Set into DBFS using gsutil.mp4 15.41 MB
8. Big Data Processing using Databricks on GCP/12. Process Data in DBFS using Databricks Spark SQL.mp4 25.79 MB
8. Big Data Processing using Databricks on GCP/13. Getting Started with Spark SQL Example using Databricks.mp4 32.71 MB
8. Big Data Processing using Databricks on GCP/14. Create Temporary Views using Spark SQL.mp4 36.4 MB
8. Big Data Processing using Databricks on GCP/15. Exercise to create temporary views using Spark SQL.mp4 9.11 MB
8. Big Data Processing using Databricks on GCP/16. Spark SQL Query to compute Daily Product Revenue.mp4 35.36 MB
8. Big Data Processing using Databricks on GCP/17. Save Query Result to DBFS using Spark SQL.mp4 26.53 MB
8. Big Data Processing using Databricks on GCP/18. Overview of Pyspark Examples on Databricks.cmproj.mp4 5.85 MB
8. Big Data Processing using Databricks on GCP/19. Process Schema Details in JSON using Pyspark.mp4 46.27 MB
8. Big Data Processing using Databricks on GCP/2. Create Databricks Workspace on GCP.mp4 19.54 MB
8. Big Data Processing using Databricks on GCP/20. Create Dataframe with Schema from JSON File using Pyspark.mp4 45.19 MB
8. Big Data Processing using Databricks on GCP/21. Transform Data using Spark APIs.mp4 22.67 MB
8. Big Data Processing using Databricks on GCP/22. Get Schema Details for all Data Sets using Pyspark.mp4 21.2 MB
8. Big Data Processing using Databricks on GCP/23. Convert CSV to Parquet with Schema using Pyspark.mp4 35.95 MB
8. Big Data Processing using Databricks on GCP/3. Getting Started with Databricks Clusters on GCP.mp4 13.69 MB
8. Big Data Processing using Databricks on GCP/4. Getting Started with Databricks Notebook.mp4 12.59 MB
8. Big Data Processing using Databricks on GCP/5. Overview of Databricks on GCP.mp4 36.77 MB
8. Big Data Processing using Databricks on GCP/6. Overview of Databricks CLI Commands.mp4 25.02 MB
8. Big Data Processing using Databricks on GCP/7. Limitations of Managing DBFS using Databricks CLI.mp4 19.67 MB
8. Big Data Processing using Databricks on GCP/8. Overview of Copying Data Sets into DBFS on GCS.mp4 16.59 MB
8. Big Data Processing using Databricks on GCP/9. Create Folder in GCS using DBFS Commands.mp4 27.5 MB
9. ELT Data Pipelines using Databricks on GCP/1. Overview of Databricks Workflows.mp4 18.22 MB
9. ELT Data Pipelines using Databricks on GCP/10. Review Databricks SQL Notebooks for Tables and Final Results.mp4 19.09 MB
9. ELT Data Pipelines using Databricks on GCP/11. Validate Applications for ELT Pipeline using Databricks.mp4 48.03 MB
9. ELT Data Pipelines using Databricks on GCP/12. Build ELT Pipeline using Databricks Job in Workflows.mp4 49.96 MB
9. ELT Data Pipelines using Databricks on GCP/13. Run and Review Execution details of ELT Data Pipeline using Databricks Job.mp4 28.67 MB
9. ELT Data Pipelines using Databricks on GCP/2. Pass Arguments to Databricks Python Notebooks.mp4 13.87 MB
9. ELT Data Pipelines using Databricks on GCP/3. Pass Arguments to Databricks SQL Notebooks.mp4 13.87 MB
9. ELT Data Pipelines using Databricks on GCP/4. Create and Run First Databricks Job.mp4 32.35 MB
9. ELT Data Pipelines using Databricks on GCP/5. Run Databricks Jobs and Tasks with Parameters.mp4 29.11 MB
9. ELT Data Pipelines using Databricks on GCP/6. Create and Run Orchestrated Pipeline using Databricks Job.mp4 39.07 MB
9. ELT Data Pipelines using Databricks on GCP/7. Import ELT Data Pipeline Applications into Databricks Environment.mp4 14.64 MB
9. ELT Data Pipelines using Databricks on GCP/8. Spark SQL Application to Cleanup Database and Datasets.mp4 16.09 MB
9. ELT Data Pipelines using Databricks on GCP/9. Review File Format Converter Pyspark Code.mp4 30.17 MB
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