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TORRENT DETAILS
PluralSight - Databricks Data Science And Engineering - Basic Tools And Infrastructure
TORRENT SUMMARY
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This course will teach you how to make the best use of Databricks assets such as notebooks, clusters, and repos to simplify the development and management of your big data applications
Building robust and high-performing big data applications requires a well-configured environment. On the Databricks platform, this means setting up various assets such as clusters, notebooks, and repos in order to get the most out of the platform and make development and analysis work as smooth as possible. In this course, Databricks Data Science and Engineering: Basic Tools and Infrastructure, you'll explore exactly how this can be accomplished. First, you'll begin by creating and then making use of clusters, tables, files, and notebooks, and explore how all of these can be combined in order to build and run a simple application. Next, you'll move on to the use of Databricks repos, which allow us to record changes to notebooks and related files in a workspace, and can be linked with an external Git repository. Then, you'll delve into how this linking can be performed, and explore how file additions, modifications, and removals can be performed and viewed on repos. Finally, you'll move on to jobs which represent the execution of a task on Databricks - how job executions can be configured and scheduled, and how notifications at various stages of a job can be sent. When you're finished with this course, you'll have skills and knowledge of Databricks resources such as clusters, notebooks, repos, and jobs, as well as their configurations, which will help you create a Databricks environment that is optimized for building and running applications and can help you get the most out of your data.
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FILE LIST
Filename
Size
~Get Your Files Here !/02/demos/assets/AccessData.html
763 KB
~Get Your Files Here !/02/demos/assets/datasets/DS_Store
8 KB
~Get Your Files Here !/02/demos/assets/datasets/tesla_data_2020.csv
18.5 KB
~Get Your Files Here !/02/demos/assets/datasets/tesla_data_full.csv
37 KB
~Get Your Files Here !/02/demos/assets/DS_Store
6 KB
~Get Your Files Here !/02/demos/assets/steps.txt
17.9 KB
~Get Your Files Here !/02/demos/assets/StockCharts.html
811.4 KB
~Get Your Files Here !/02/demos/assets/StockDataAnalysis.html
798.9 KB
~Get Your Files Here !/02/demos/assets/StockDataAnalysis.py
602 B
~Get Your Files Here !/02/managing-databricks-workspace-assets-slides.pdf
1.9 MB
~Get Your Files Here !/03. Developing Applications Using Notebooks/01. Notebooks and Repos.mp4
3.4 MB
~Get Your Files Here !/03. Developing Applications Using Notebooks/01. Notebooks and Repos.vtt
3.1 KB
~Get Your Files Here !/03. Developing Applications Using Notebooks/02. Demo - Exploring Features in Databricks Notebooks.mp4
7.1 MB
~Get Your Files Here !/03. Developing Applications Using Notebooks/02. Demo - Exploring Features in Databricks Notebooks.vtt
3.6 KB
~Get Your Files Here !/03. Developing Applications Using Notebooks/03. Demo - Creating Local and Remote Repositories.mp4
10.3 MB
~Get Your Files Here !/03. Developing Applications Using Notebooks/03. Demo - Creating Local and Remote Repositories.vtt
5.4 KB
~Get Your Files Here !/03. Developing Applications Using Notebooks/04. Demo - Linking a Databricks Repo with a Remote Repo.mp4
5.1 MB
~Get Your Files Here !/03. Developing Applications Using Notebooks/04. Demo - Linking a Databricks Repo with a Remote Repo.vtt
3.2 KB
~Get Your Files Here !/03. Developing Applications Using Notebooks/05. Demo - Committing and Pushing Code to a Repo.mp4
9.2 MB
~Get Your Files Here !/03. Developing Applications Using Notebooks/05. Demo - Committing and Pushing Code to a Repo.vtt
5.8 KB
~Get Your Files Here !/03. Developing Applications Using Notebooks/06. Demo - Pulling Changes from a Remote Repo.mp4
8.2 MB
~Get Your Files Here !/03. Developing Applications Using Notebooks/06. Demo - Pulling Changes from a Remote Repo.vtt
4.9 KB
~Get Your Files Here !/03. Developing Applications Using Notebooks/07. Demo - Deleting a Notebook.mp4
4.1 MB
~Get Your Files Here !/03. Developing Applications Using Notebooks/07. Demo - Deleting a Notebook.vtt
2.7 KB
~Get Your Files Here !/03. Developing Applications Using Notebooks/08. Demo - Creating a Dashboard.mp4
9.9 MB
~Get Your Files Here !/03. Developing Applications Using Notebooks/08. Demo - Creating a Dashboard.vtt
5.8 KB
~Get Your Files Here !/03. Developing Applications Using Notebooks/09. Demo - Adding Visuals to a Dashboard.mp4
7.7 MB
~Get Your Files Here !/03. Developing Applications Using Notebooks/09. Demo - Adding Visuals to a Dashboard.vtt
4.3 KB
~Get Your Files Here !/03. Developing Applications Using Notebooks/10. Demo - Scheduling a Notebook.mp4
22.9 MB
~Get Your Files Here !/03. Developing Applications Using Notebooks/10. Demo - Scheduling a Notebook.vtt
10.4 KB
~Get Your Files Here !/03/developing-applications-using-notebooks-slides.pdf
960.7 KB
~Get Your Files Here !/04/configuring-and-managing-job-executions-slides.pdf
1.2 MB
~Get Your Files Here !/1. Course Overview/1. Course Overview.mp4
3.6 MB
~Get Your Files Here !/1. Course Overview/1. Course Overview.vtt
2.7 KB
~Get Your Files Here !/2. Managing Databricks Workspace Assets/1. Course Prerequisites and Outline.mp4
2.9 MB
~Get Your Files Here !/2. Managing Databricks Workspace Assets/1. Course Prerequisites and Outline.vtt
2.7 KB
~Get Your Files Here !/2. Managing Databricks Workspace Assets/2. Databricks Workspaces.mp4
7.6 MB
~Get Your Files Here !/2. Managing Databricks Workspace Assets/2. Databricks Workspaces.vtt
6.2 KB
~Get Your Files Here !/2. Managing Databricks Workspace Assets/3. Managing Workspace Assets.mp4
5.3 MB
~Get Your Files Here !/2. Managing Databricks Workspace Assets/3. Managing Workspace Assets.vtt
5.4 KB
~Get Your Files Here !/2. Managing Databricks Workspace Assets/4. Demo - Provisioning a Databricks Workspace.mp4
5 MB
~Get Your Files Here !/2. Managing Databricks Workspace Assets/4. Demo - Provisioning a Databricks Workspace.vtt
3.1 KB
~Get Your Files Here !/2. Managing Databricks Workspace Assets/5. Demo - Setting up an All-purpose Cluster.mp4
11.8 MB
~Get Your Files Here !/2. Managing Databricks Workspace Assets/5. Demo - Setting up an All-purpose Cluster.vtt
7.9 KB
~Get Your Files Here !/2. Managing Databricks Workspace Assets/6. Demo - Defining a Delta Table.mp4
16 MB
~Get Your Files Here !/2. Managing Databricks Workspace Assets/6. Demo - Defining a Delta Table.vtt
10.1 KB
~Get Your Files Here !/2. Managing Databricks Workspace Assets/7. Demo - Creating a Notebook.mp4
10.1 MB
~Get Your Files Here !/2. Managing Databricks Workspace Assets/7. Demo - Creating a Notebook.vtt
7.6 KB
~Get Your Files Here !/2. Managing Databricks Workspace Assets/8. Demo - Loading from a Delta Table into a Spark DataFrame.mp4
7.8 MB
~Get Your Files Here !/2. Managing Databricks Workspace Assets/8. Demo - Loading from a Delta Table into a Spark DataFrame.vtt
4.1 KB
~Get Your Files Here !/2. Managing Databricks Workspace Assets/9. Demo - Installing a Python Module on a Cluster.mp4
10.8 MB
~Get Your Files Here !/2. Managing Databricks Workspace Assets/9. Demo - Installing a Python Module on a Cluster.vtt
8 KB
~Get Your Files Here !/4. Configuring and Managing Job Executions/1. Creating and Managing Jobs.mp4
4 MB
~Get Your Files Here !/4. Configuring and Managing Job Executions/1. Creating and Managing Jobs.vtt
3.6 KB
~Get Your Files Here !/4. Configuring and Managing Job Executions/2. Demo - Setting up a Job Cluster.mp4
7.4 MB
~Get Your Files Here !/4. Configuring and Managing Job Executions/2. Demo - Setting up a Job Cluster.vtt
5.3 KB
~Get Your Files Here !/4. Configuring and Managing Job Executions/3. Demo - Launching Jobs on a Job Cluster.mp4
7.1 MB
~Get Your Files Here !/4. Configuring and Managing Job Executions/3. Demo - Launching Jobs on a Job Cluster.vtt
4.5 KB
~Get Your Files Here !/4. Configuring and Managing Job Executions/4. Demo - Monitoring Databricks Clusters.mp4
16.5 MB
~Get Your Files Here !/4. Configuring and Managing Job Executions/4. Demo - Monitoring Databricks Clusters.vtt
6.4 KB
~Get Your Files Here !/4. Configuring and Managing Job Executions/5. Demo - Re-configuring Jobs.mp4
6.6 MB
~Get Your Files Here !/4. Configuring and Managing Job Executions/5. Demo - Re-configuring Jobs.vtt
3.9 KB
~Get Your Files Here !/4. Configuring and Managing Job Executions/6. Demo - Creating an Instance Pool.mp4
5.1 MB
~Get Your Files Here !/4. Configuring and Managing Job Executions/6. Demo - Creating an Instance Pool.vtt
3.5 KB
~Get Your Files Here !/4. Configuring and Managing Job Executions/7. Demo - Running Jobs on an Instance Pool.mp4
8.8 MB
~Get Your Files Here !/4. Configuring and Managing Job Executions/7. Demo - Running Jobs on an Instance Pool.vtt
5.5 KB
~Get Your Files Here !/4. Configuring and Managing Job Executions/8. Course Summary and Related Content.mp4
1.2 MB
~Get Your Files Here !/4. Configuring and Managing Job Executions/8. Course Summary and Related Content.vtt
1.4 KB
~Get Your Files Here !/assets/AccessData.html
763 KB
~Get Your Files Here !/assets/datasets/DS_Store
8 KB
~Get Your Files Here !/assets/datasets/tesla_data_2020.csv
18.5 KB
~Get Your Files Here !/assets/datasets/tesla_data_full.csv
37 KB
~Get Your Files Here !/assets/DS_Store
6 KB
~Get Your Files Here !/assets/steps.txt
17.9 KB
~Get Your Files Here !/assets/StockCharts.html
811.4 KB
~Get Your Files Here !/assets/StockDataAnalysis.html
798.9 KB
~Get Your Files Here !/assets/StockDataAnalysis.py
