Data Engineering Fundamentals with Prefect Workflow

سرفصل های دوره

Data Engineering Fundamentals with Prefect Data pipeline using Oracle Cloud Infrastructure - VM and Autonomous DB

1 - Introduction

1 - Course Coverage

2 - Difference between Data Engineering Vs Data Analysis Vs Data Science

2 - Difference between Data Engineering Vs Data Analysis Vs Data Science

3 - An overview on Data science

3 - Extract Transform Load vs Data pipeline

4 - Extract Transform Load vs Data pipeline

5 - Comparison between Apache Airflow and Prefect Data pipeline Orchestration

4 - Provisioning Oracle Linux Virtual machine On Oracle Cloud Infrastructure

6 - What is Virtualization

7 - Steps involved in creation of Linux Virtual Machine on OCI

8 - Creationing Public private public Key using Putty Gen

9 - Provisioning Compartment and Virtual cloud Network VCN in OCI

10 - Creating Linux 9 Virtual Machine on OCI

11 - Connecting through putty to Virtual Machine

12 - Executing scripts in VM for Linux GUI Part 1

12 - LINUX-GUI-VNC-PUTTY-configs-Linux-9.txt

13 - Executing scripts in VM for Linux GUI Part 2

13 - LINUX-GUI-VNC-PUTTY-configs-Linux-9.txt

5 - Prefect Cloud Datapipeline and Client VM

14 - Overview Prefect Cloud Environment

15 - Prefect Client installation on Linux 9 VM

16 - Connecting to Prefect cloud Dashboad Data pipeline from Client VM

17 - Executing the first Flow based datapipeline program using Prefect orchestration

17 - hello-world.zip

6 - Documentation reference Prefect Workflow Datapipelines

18 - Documentation reference Prefect Workflow Datapipelines

7 - Handson Demonstration of Perfect Flow with Tasks

19 - Handson Demonstration of Prefect Flow with Task

19 - testflow.zip

8 - Building Prefect dataflow pipeline for Oracle Database extract using Python

20 - What is Autonomous Cloud Database

21 - Significance of Compartment creationdeletion of Compartment

22 - Provisioning the Autonomous Database on OCI

23 - Different Ways to Connect to Oracle Autonomous Database

24 - Connecting through Cloud Web SQL Developer

25 - Python Connect to Oracle Autonomous Database through python library Part 1

26 - Python Connect to Oracle Autonomous Database through python library Part 2

27 - OLTP Vs OLAP

28.zip

28 - Prefect datapipe with two task and building dependency between tasks

9 - Introduction to Webhooks and Handson Demonstration with Prefect Github

29 - Understanding the difference between Web Hooks MQTT Web Sockets

30 - Handson Demonstration Web Hooks with Prefect Workflow and Githhub Part 1

30 - Webhook-setup-JSON-template.txt

31 - Automated Deployment of webhook for event based workflows Prefect Githhub

31 - JSON-details-for-automate.txt

31 - flow.zip

10 - Career Path for Data Engineers

32 - Career Path for Data Engineers

11 - Concluding Remarks

33 - Concluding Remarks

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