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[GigaCourse.Com] Udemy - Data Engineering using Databricks on AWS and Azure
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2023-1-29 09:36
2024-8-20 14:29
158
5.53 GB
178
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相关链接
GigaCourse
Com
Udemy
-
Data
Engineering
using
Databricks
on
AWS
and
Azure
文件列表
1. Introduction to Data Engineering using Databricks/1. Overview of the course - Data Engineering using Databricks.mp4
74.97MB
1. Introduction to Data Engineering using Databricks/3. [Must Watch] 30 Day Money Back Guarantee, Feedback and Rating.mp4
6.04MB
10. Deploy and Run on Databricks/1. Prepare PyCharm for Databricks.mp4
38.53MB
10. Deploy and Run on Databricks/10. Get Job and Run Details using Databricks CLI.mp4
38.71MB
10. Deploy and Run on Databricks/11. Submitting Databricks Jobs using CLI.mp4
43.21MB
10. Deploy and Run on Databricks/12. Setup and Validate Databricks Client Library.mp4
47.57MB
10. Deploy and Run on Databricks/13. Resetting the Job using Jobs API.mp4
45.94MB
10. Deploy and Run on Databricks/14. Run Databricks Job programmatically using Python.mp4
24.49MB
10. Deploy and Run on Databricks/15. Detailed Validation of Data.mp4
101.19MB
10. Deploy and Run on Databricks/2. Prepare Data Sets.mp4
56.35MB
10. Deploy and Run on Databricks/3. Move files to ghactivity.mp4
23.27MB
10. Deploy and Run on Databricks/4. Refactor Code for Databricks.mp4
82.74MB
10. Deploy and Run on Databricks/5. Validating Data using Databricks.mp4
54.5MB
10. Deploy and Run on Databricks/6. Setup Data Set for Production Deployment.mp4
22.58MB
10. Deploy and Run on Databricks/7. Access File Metadata using dbutils.mp4
21.84MB
10. Deploy and Run on Databricks/8. Build Deployable bundle for Databricks.mp4
24.38MB
10. Deploy and Run on Databricks/9. Running Jobs using Databricks Web UI..mp4
64.52MB
11. Deploy Jobs using Notebooks/1. Modularizing Notebooks.mp4
16.55MB
11. Deploy Jobs using Notebooks/2. Running Job using Notebook.mp4
45.27MB
11. Deploy Jobs using Notebooks/3. Refactor application as Databricks Notebooks.mp4
20.76MB
11. Deploy Jobs using Notebooks/4. Run Notebook using Development Cluster.mp4
14.41MB
12. Deep Dive into Delta Lake using Data Frames/1. Introduction to Delta Lake using Data Frames.mp4
20.82MB
12. Deep Dive into Delta Lake using Data Frames/10. Compaction of Delta Lake Files.mp4
60.51MB
12. Deep Dive into Delta Lake using Data Frames/2. Creating Data Frames for Delta Lake.mp4
54.24MB
12. Deep Dive into Delta Lake using Data Frames/3. Writing Data Frame using Delta Format.mp4
29.71MB
12. Deep Dive into Delta Lake using Data Frames/4. Updating Existing Data using Delta Format.mp4
52.13MB
12. Deep Dive into Delta Lake using Data Frames/5. Delete Existing Data using Delta Format.mp4
38.66MB
12. Deep Dive into Delta Lake using Data Frames/6. Merge or Upsert Data using Delta Format.mp4
74.53MB
12. Deep Dive into Delta Lake using Data Frames/7. Deleting using Merge in Delta Lake.mp4
66.33MB
12. Deep Dive into Delta Lake using Data Frames/8. Point in Snapshot Recovery using Delta Logs.mp4
71.28MB
12. Deep Dive into Delta Lake using Data Frames/9. Deleting unnecessary Delta Files using Vacuum.mp4
75.62MB
13. Deep Dive into Delta Lake using Spark SQL/1. Introduction to Delta Lake using SQL.mp4
19.35MB
13. Deep Dive into Delta Lake using Spark SQL/10. Vacuuming Delta Lake Tables.mp4
63.03MB
13. Deep Dive into Delta Lake using Spark SQL/11. Compaction of Delta Lake Tables.mp4
48.1MB
13. Deep Dive into Delta Lake using Spark SQL/2. Creating Data Frames for Delta Lake.mp4
54.17MB
13. Deep Dive into Delta Lake using Spark SQL/3. Create Delta Lake Table.mp4
29.04MB
13. Deep Dive into Delta Lake using Spark SQL/4. Insert Data to Delta Lake Table.mp4
38.93MB
13. Deep Dive into Delta Lake using Spark SQL/5. Update Data in Delta Lake Table.mp4
32.29MB
13. Deep Dive into Delta Lake using Spark SQL/6. Delete Data from Delta Lake Table.mp4
28.89MB
13. Deep Dive into Delta Lake using Spark SQL/7. Merge or Upsert Data into Delta Lake Table.mp4
50.71MB
13. Deep Dive into Delta Lake using Spark SQL/8. Using Merge Function over Delta Lake Table.mp4
58.62MB
13. Deep Dive into Delta Lake using Spark SQL/9. Point in Snapshot Recovery using Delta Lake Table.mp4
63.38MB
14. Accessing Databricks Cluster Terminal via Web as well as SSH/1. Enable Web Terminal in Databricks Admin Console.mp4
12.14MB
14. Accessing Databricks Cluster Terminal via Web as well as SSH/2. Launch Web Terminal for Databricks Cluster.mp4
15.15MB
14. Accessing Databricks Cluster Terminal via Web as well as SSH/3. Setup SSH for the Databricks Cluster Driver Node.mp4
54.29MB
14. Accessing Databricks Cluster Terminal via Web as well as SSH/4. Validate SSH Connectivity to the Databricks Driver Node on AWS.mp4
41.81MB
14. Accessing Databricks Cluster Terminal via Web as well as SSH/5. Limitations of SSH and comparison with Web Terminal.mp4
16.4MB
15. Installing Softwares on Databricks Clusters using init scripts/1. Setup gen_logs on Databricks Cluster.mp4
31.13MB
15. Installing Softwares on Databricks Clusters using init scripts/3. Overview of Init Scripts for Databricks Clusters.mp4
5.8MB
15. Installing Softwares on Databricks Clusters using init scripts/4. Create Script to install software from git on Databricks Cluster.mp4
14.2MB
15. Installing Softwares on Databricks Clusters using init scripts/6. Copy init script to dbfs location.mp4
14.28MB
15. Installing Softwares on Databricks Clusters using init scripts/8. Create Databricks Standalone Cluster with init script.mp4
32.59MB
16. Quick Recap of Spark Structured Streaming/1. Validate Netcat on Databricks Driver Node.mp4
48.2MB
16. Quick Recap of Spark Structured Streaming/2. Push log messages to Netcat Webserver on Databricks Driver Node.mp4
27.89MB
16. Quick Recap of Spark Structured Streaming/3. Reading Web Server logs using Spark Structured Streaming.mp4
49.43MB
16. Quick Recap of Spark Structured Streaming/4. Writing Streaming Data to Files.mp4
42.01MB
17. Incremental Loads using Spark Structured Streaming/1. Overview of Spark Structured Streaming.mp4
11.64MB
17. Incremental Loads using Spark Structured Streaming/10. Validate Incremental Load.mp4
17.47MB
17. Incremental Loads using Spark Structured Streaming/11. Internals of Spark Structured Streaming File Processing.mp4
47.25MB
17. Incremental Loads using Spark Structured Streaming/2. Steps for Incremental Data Processing.mp4
18.95MB
17. Incremental Loads using Spark Structured Streaming/3. Configure Cluster with Instance Profile.mp4.mp4
37.02MB
17. Incremental Loads using Spark Structured Streaming/4. Upload GHArchive Files to s3.mp4
48.16MB
17. Incremental Loads using Spark Structured Streaming/5. Read JSON Data using Spark Structured Streaming.mp4
33.17MB
17. Incremental Loads using Spark Structured Streaming/6. Write using Delta file format using Trigger Once.mp4
36.06MB
17. Incremental Loads using Spark Structured Streaming/7. Analyze GHArchive Data in Delta files using Spark.mp4
33.01MB
17. Incremental Loads using Spark Structured Streaming/8. Add New GHActivity JSON files.mp4
22.53MB
17. Incremental Loads using Spark Structured Streaming/9. Load Data Incrementally to Target Table.mp4
28.1MB
18. Incremental Loads using Cloud Files/1. Overview of Auto Loader cloudFiles.mp4
27.2MB
18. Incremental Loads using Cloud Files/10. Review AWS Services for cloudFiles Event Notifications.mp4
40.1MB
18. Incremental Loads using Cloud Files/11. Review Metadata Generated for cloudFiles Checkpointing.mp4
63.49MB
18. Incremental Loads using Cloud Files/2. Upload GHArchive Files to s3.mp4
18.79MB
18. Incremental Loads using Cloud Files/3. Write Data using Auto Loader cloudFiles.mp4
58.67MB
18. Incremental Loads using Cloud Files/4. Add New GHActivity JSON files.mp4
15.29MB
18. Incremental Loads using Cloud Files/5. Load Data Incrementally to Target Table.mp4
39.42MB
18. Incremental Loads using Cloud Files/6. Add New GHActivity JSON files.mp4
13.11MB
18. Incremental Loads using Cloud Files/7. Overview of Handling S3 Events using AWS Services.mp4
43.42MB
18. Incremental Loads using Cloud Files/8. Configure IAM Role for cloudFiles file notifications.mp4
49.03MB
18. Incremental Loads using Cloud Files/9. Incremental Load using cloudFiles File Notifications.mp4
37.36MB
19. Overview of Databricks SQL Clusters/1. Overview of Databricks SQL Platform - Introduction.mp4
21.89MB
19. Overview of Databricks SQL Clusters/10. Analyze JSON Data using Spark APIs.mp4
30.15MB
19. Overview of Databricks SQL Clusters/11. Analyze Delta Table Schemas using Spark APIs.mp4
19.3MB
19. Overview of Databricks SQL Clusters/12. Load Data from Spark Data Frames into Delta Tables.mp4
18.7MB
19. Overview of Databricks SQL Clusters/13. Run Adhoc Queries using Databricks SQL Editor to validate data.mp4
20.75MB
19. Overview of Databricks SQL Clusters/14. Overview of External Tables using Databricks SQL.mp4
18.45MB
19. Overview of Databricks SQL Clusters/15. Using COPY Command to Copy Data into Delta Tables.mp4
42.95MB
19. Overview of Databricks SQL Clusters/16. Manage Databricks SQL Endpoints.mp4
16.37MB
19. Overview of Databricks SQL Clusters/2. Run First Query using SQL Editor of Databricks SQL.mp4
25.47MB
19. Overview of Databricks SQL Clusters/3. Overview of Dashboards using Databricks SQL.mp4
12.37MB
19. Overview of Databricks SQL Clusters/4. Overview of Databricks SQL Data Explorer to review Metastore Database and Tables.mp4
12.54MB
19. Overview of Databricks SQL Clusters/5. Use Databricks SQL Editor to develop scripts or queries.mp4
25.02MB
19. Overview of Databricks SQL Clusters/6. Review Metadata of Tables using Databricks SQL Platform.mp4
19.81MB
19. Overview of Databricks SQL Clusters/7. Overview of loading data into retail_db tables.mp4
5.95MB
19. Overview of Databricks SQL Clusters/8. Configure Databricks CLI to push data into Databricks Platform.mp4
29.66MB
19. Overview of Databricks SQL Clusters/9. Copy JSON Data into DBFS using Databricks CLI.mp4
47.96MB
2. Getting Started with Databricks/1. Signing Up For Databricks Community Edition.mp4
40.34MB
2. Getting Started with Databricks/2. Create Azure Databricks Service.mp4
39.06MB
2. Getting Started with Databricks/3. Signup For Databricks Full Trial.mp4
57.63MB
2. Getting Started with Databricks/4. Overview Of Databricks UI.mp4
9.32MB
2. Getting Started with Databricks/5. Upload Data In Files Into Databricks..mp4
49.95MB
2. Getting Started with Databricks/6. Create Cluster In Databricks Platform..mp4
20.42MB
2. Getting Started with Databricks/7. Managing File System Using Notebooks.mp4
45.04MB
3. Getting Started with Databricks on Azure/1. Getting Started with Databricks on Azure - Introduction.mp4
7.08MB
3. Getting Started with Databricks on Azure/10. Develop Spark Application using Azure Databricks Notebook.mp4
41.28MB
3. Getting Started with Databricks on Azure/11. Validate Spark Jobs using Azure Databricks Notebook.mp4
18.1MB
3. Getting Started with Databricks on Azure/12. Export and Import of Azure Databricks Notebooks.mp4
15.43MB
3. Getting Started with Databricks on Azure/13. Terminating Azure Databricks Cluster and Deleting Configuration.mp4
5.9MB
3. Getting Started with Databricks on Azure/14. Delete Azure Databricks Workspace by deleting Resource Group.mp4
19.15MB
3. Getting Started with Databricks on Azure/2. Signup for the Azure Account.mp4
10.52MB
3. Getting Started with Databricks on Azure/3. Login and Increase Quotas for regional vCPUs in Azure.mp4
16.82MB
3. Getting Started with Databricks on Azure/4. Create Azure Databricks Workspace.mp4
17.1MB
3. Getting Started with Databricks on Azure/5. Launching Azure Databricks Workspace or Cluster.mp4
8.34MB
3. Getting Started with Databricks on Azure/6. Quick Walkthrough of Azure Databricks UI.mp4
12.56MB
3. Getting Started with Databricks on Azure/7. Create Azure Databricks Single Node Cluster.mp4
14.25MB
3. Getting Started with Databricks on Azure/8. Upload Data using Azure Databricks UI.mp4
24.79MB
3. Getting Started with Databricks on Azure/9. Overview of Creating Notebook and Validating Files.mp4
18.94MB
4. Azure Essentials for Databricks - Azure CLI/1. Azure Essentials for Databricks - Azure CLI.mp4
8.58MB
4. Azure Essentials for Databricks - Azure CLI/10. Setup Data Set locally to upload into ADLS File System or Container.mp4
13.47MB
4. Azure Essentials for Databricks - Azure CLI/11. Upload local directory into Azure ADLS File System or Container.mp4
60.94MB
4. Azure Essentials for Databricks - Azure CLI/12. Delete Azure ADLS Storage Account using Azure CLI.mp4
32.96MB
4. Azure Essentials for Databricks - Azure CLI/13. Delete Azure Resource Group using Azure CLI.mp4
21.47MB
4. Azure Essentials for Databricks - Azure CLI/2. Azure CLI using Azure Portal Cloud Shell.mp4
13.11MB
4. Azure Essentials for Databricks - Azure CLI/3. Getting Started with Azure CLI on Mac.mp4
24.75MB
4. Azure Essentials for Databricks - Azure CLI/4. Getting Started with Azure CLI on Windows.mp4
24.52MB
4. Azure Essentials for Databricks - Azure CLI/5. Warming up with Azure CLI - Overview.mp4
6.16MB
4. Azure Essentials for Databricks - Azure CLI/6. Create Resource Group using Azure CLI.mp4
40.75MB
4. Azure Essentials for Databricks - Azure CLI/7. Create ADLS Storage Account with in Resource Group.mp4
68.01MB
4. Azure Essentials for Databricks - Azure CLI/8. Add Container as part of Storage Account.mp4
36.17MB
4. Azure Essentials for Databricks - Azure CLI/9. Overview of Uploading the data into ADLS File System or Container.mp4
11.81MB
5. Mount ADLS on to Azure Databricks/1. Mount ADLS on to Azure Databricks - Introduction.mp4
17.5MB
5. Mount ADLS on to Azure Databricks/10. Create ADLS Container or File System and Upload Data.mp4
24.85MB
5. Mount ADLS on to Azure Databricks/11. Start Databricks Cluster to mount ADLS.mp4
12.3MB
5. Mount ADLS on to Azure Databricks/12. Mount ADLS Storage Account on to Azure Databricks.mp4
39.31MB
5. Mount ADLS on to Azure Databricks/13. Validate ADLS Mount Point on Azure Databricks Clusters.mp4
25.09MB
5. Mount ADLS on to Azure Databricks/14. Unmount the mount point from Databricks.mp4
4.76MB
5. Mount ADLS on to Azure Databricks/15. Delete Azure Resource Group used for Mounting ADLS on to Azure Databricks.mp4
17.96MB
5. Mount ADLS on to Azure Databricks/2. Ensure Azure Databricks Workspace.mp4
12.2MB
5. Mount ADLS on to Azure Databricks/3. Setup Databricks CLI on Mac or Windows using Python Virtual Environment.mp4
15.04MB
5. Mount ADLS on to Azure Databricks/4. Configure Databricks CLI for new Azure Databricks Workspace.mp4
19.38MB
5. Mount ADLS on to Azure Databricks/5. Register an Azure Active Directory Application.mp4
23.66MB
5. Mount ADLS on to Azure Databricks/6. Create Databricks Secret for AD Application Client Secret.mp4
23.39MB
5. Mount ADLS on to Azure Databricks/7. Create ADLS Storage Account.mp4
24.87MB
5. Mount ADLS on to Azure Databricks/8. Assign IAM Role on Storage Account to Azure AD Application.mp4
14.36MB
5. Mount ADLS on to Azure Databricks/9. Setup Retail DB Dataset.mp4
12.37MB
6. Setup Local Development Environment/1. Setup Single Node Databricks Cluster.mp4
27.57MB
6. Setup Local Development Environment/2. Install Databricks Connect.mp4
23.93MB
6. Setup Local Development Environment/3. Configure Databricks Connect.mp4
34.65MB
6. Setup Local Development Environment/4. Integrating Pycharm with Databricks Connect.mp4
22.21MB
6. Setup Local Development Environment/6. Integrate Databricks Cluster with Glue Catalog.mp4
71.85MB
6. Setup Local Development Environment/7. Setup s3 Bucket and Grant Permissions.mp4
22.18MB
6. Setup Local Development Environment/8. Mounting s3 Buckets into Databricks Clusters.mp4
24.75MB
6. Setup Local Development Environment/9. Using dbutils from IDEs such as Pycharm.mp4
18.43MB
7. Using Databricks CLI/1. Introduction.mp4
6.22MB
7. Using Databricks CLI/2. Install and Configure Databricks CLI.mp4
21.24MB
7. Using Databricks CLI/3. Interacting with File System using CLI..mp4
70.45MB
7. Using Databricks CLI/4. Getting Cluster Details using CLI.mp4
36.68MB
8. Spark Application Development Life Cycle/1. Setup Virtual Environment and Install Pyspark.mp4
37.84MB
8. Spark Application Development Life Cycle/10. Setup Sample Data.mp4
18.57MB
8. Spark Application Development Life Cycle/11. Read data from files.mp4
63.61MB
8. Spark Application Development Life Cycle/13. Process data using Spark APIs.mp4
43.65MB
8. Spark Application Development Life Cycle/15. Write data to files.mp4
44.71MB
8. Spark Application Development Life Cycle/17. Validating Writing Data to Files.mp4
50.54MB
8. Spark Application Development Life Cycle/18. Productionizing the Code.mp4
25.51MB
8. Spark Application Development Life Cycle/20. Setting up Data for Production Validation.mp4
41.25MB
8. Spark Application Development Life Cycle/3. Getting Started with Pycharm.mp4
29.73MB
8. Spark Application Development Life Cycle/5. Passing Run Time Arguments.mp4
29.9MB
8. Spark Application Development Life Cycle/6. Accessing OS Environment Variables.mp4
23.9MB
8. Spark Application Development Life Cycle/7. Getting Started with Spark.mp4
18.76MB
8. Spark Application Development Life Cycle/8. Create Function for Spark Session.mp4
41.28MB
9. Databricks Jobs and Clusters/1. Introduction to Jobs and Clusters.mp4
15.87MB
9. Databricks Jobs and Clusters/10. Exercise - Submit the application as job using interactive cluster.mp4
7.49MB
9. Databricks Jobs and Clusters/2. Creating Pools in Databricks Platform.mp4
19.53MB
9. Databricks Jobs and Clusters/3. Create Cluster on Azure Databricks.mp4
36.64MB
9. Databricks Jobs and Clusters/4. Request to Increase CPU Quota on Azure.mp4
21.68MB
9. Databricks Jobs and Clusters/5. Creating Job on Databricks.mp4
63.86MB
9. Databricks Jobs and Clusters/6. Submitting Jobs using Job Cluster.mp4
33.37MB
9. Databricks Jobs and Clusters/7. Create Pool in Databricks.mp4
15.27MB
9. Databricks Jobs and Clusters/8. Running Job using Interactive Cluster Attached to Pool.mp4
21.52MB
9. Databricks Jobs and Clusters/9. Running Job Using Job Cluster Attached to Pool.mp4
22.05MB
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