Grow Data Skills

DevOps For BigData With CI/CD (Self Paced)

LanguageEnglish
Duration 16 Hours
Validity 1 Year
Mode Recorded

INR 2000

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This course includes

16 hours recorded content video
3 Industry level real world projects
Learn while solving real life examples in lectures
Projects will be covered from scratch
Hands on exercises & quizzes after each module
Certificate of completion

Tools you'll learn

Introduction
- 📍 Introduction to Git & Github
- 📍 FAQs about Git and GitHub
- 📍 GIT Workflow & Commands Overview
Github
- 📍 Creating a GitHub Account
- 📍 Creating a Repository in Github
- 📍 Commits in Github
- 📍 More about Commits
- 📍 Concept of Branching
- 📍 Creating Branches in Github
- 📍 Forking & Stars in Github
- 📍 Installing Github Desktop Application
- 📍 Github Desktop 101
GIT
- 📍 Git Installation
- 📍 Git Overview
- 📍 GIT Overview: Add, Commit, and Push
- 📍 Git Branching, PRs
- 📍 Undo the Changes in GIT
- 📍 Cloning a repository

Github Actions Overview
How to create Github Action files
Building Block of Github Actions: YAML Files
Managing Github Actions
Github Actions Usecase: Data Validation Automation
Github Actions Usecase: Automated Deployment
Github Actions Usecase: ETL Pipeline Automation

Docker Introduction
Docker Big Picture Overview
Docker Flow Overview
Docker Installation
Installing VS Code Docker Extension
Creating our first Docker Container
Managing Dockerfile
Managing Images
Managing Containers
Docker Real-Life Usecases
Pushing Images to Dockerhub
Docker Project

Kubernetes Introduction
Components of Kubernetes
Kubernetes Architecture
Kubernetes Installation
Kubernetes Practical 101
Kubernetes Project

Deploying Data Applications using Streamlit
Deploying Data & Static resources to Supabase
Deploying Dashboards to Servers

Terraform Introduction
Installation & Setup
Terraform Basics
Setup a Database using Terraform
Setup a EC2 Instance using Terraform
Setup a S3 Bucket using Terraform
Building a Github Repo using Terraform
Terraform Project

Project 1: Healthcare Pipeline

Approach:
- 📍 Code Files Overview
- 📍 Version Control using Git
- 📍 Build & execute using Github Actions
- 📍 Create image using Docker
- 📍 Manage & Automate the workload using Kubernetes

Project 2: CI CD Automation of ETL Pipeline

Approach:
- 📍 Code Review
- 📍 Integrating the codebase with GIT
- 📍 Build the images & containers using Docker
- 📍 Automate the CI and CD using Github Actions
- 📍 Use the Kubernetes Cloud to deploy

Project 3: Ecommerce Pipeline

Approach:
- 📍 Code Walkthrough
- 📍 Building the CI Pipeline using GIT
- 📍 Build the images & containers using Docker
- 📍 Deployment using Kubernetes

Course Schedule

Total Duration:

14 Hours

Mode of the Course:

Recorded mode

Class Recording Provided:

Yes

Course Validity:

1 year

Prerequisite:

Passion And Willingness To Learn

⚠️ Important Notice :

The video may not work on Linux due to DRM restrictions. It is only accessible on Chrome when using Windows or macOS.

Workaround: To access the video on Linux, you can create a Windows virtual machine (VM) and watch the video through the VM. Alternatively, you can use our Android or iOS application to view the video on your mobile device.

Instructor

Sahil Choudhary

Sahil is a seasoned Analytics Practitioner with over four years of experience, specializing in BI applications, data pipelines creation, and the deployment of real-world applications. He has extensively worked on CI/CD of reporting infrastructures, building scalable data pipelines for seamless integration and deployment. Sahil is also an active contributor to open-source projects and has mentored over 500+ professionals.