In this course, students will learn the principles and practices of DataOps, a set of techniques and tools used to streamline and optimize the process of collecting, processing, and analyzing data. Students will learn about the different stages of the DataOps lifecycle, including data ingestion, data processing, data analysis, and data delivery, and will gain hands-on experience with tools and techniques used in each stage.

Course Information

Difficulty: Beginner

Categories:

Lesson 1: Introduction to DataOps

  • Overview of DataOps
  • Benefits of DataOps
  • DataOps lifecycle
  • Key concepts in DataOps

Lesson 2: Data Ingestion

  • Data ingestion best practices
  • Data ingestion tools and technologies
  • Data ingestion challenges and solutions

Lesson 3: Data Processing

  • Data processing best practices
  • Data processing tools and technologies
  • Data processing challenges and solutions

Lesson 4: Data Analysis

  • Data analysis best practices
  • Data analysis tools and technologies
  • Data analysis challenges and solutions

Lesson 5: Data Delivery

  • Data delivery best practices
  • Data delivery tools and technologies
  • Data delivery challenges and solutions

Lesson 6: Hands-on Exercises

  • Hands-on exercises on data ingestion, processing, analysis, and delivery
  • Students will work on a real-world data project using DataOps techniques and tools

Lesson 7: Case Studies

  • Case studies of companies that have successfully implemented DataOps
  • Analysis of the challenges faced and solutions implemented
Course starts 15 Nov 2023

Course Instructor

Ardent XR Ardent XR Author

Introduction to DevOps

Definition and history of DevOps
Lesson 1 of 4 within section Introduction to DevOps.
Key principles and values of DevOps
Lesson 2 of 4 within section Introduction to DevOps.
Role of DevOps in systems development
Lesson 3 of 4 within section Introduction to DevOps.
Test my understanding
Lesson 4 of 4 within section Introduction to DevOps. You must enroll in this course to access course content.

Continuous integration

Definition and benefits of continuous integra
Lesson 1 of 4 within section Continuous integration. You must enroll in this course to access course content.
Tools and techniques for implementing continuous integration
Lesson 2 of 4 within section Continuous integration. You must enroll in this course to access course content.
Best practices for setting up and maintaining a continuous integration pipeline
Lesson 3 of 4 within section Continuous integration. You must enroll in this course to access course content.
Test my understanding
Lesson 4 of 4 within section Continuous integration. You must enroll in this course to access course content.

Continuous delivery

Definition and benefits of continuous delivery
Lesson 1 of 4 within section Continuous delivery. You must enroll in this course to access course content.
Tools and techniques for implementing continuous delivery
Lesson 2 of 4 within section Continuous delivery. You must enroll in this course to access course content.
Best practices for setting up and maintaining a continuous delivery pipeline
Lesson 3 of 4 within section Continuous delivery. You must enroll in this course to access course content.
Test my understanding
Lesson 4 of 4 within section Continuous delivery. You must enroll in this course to access course content.

Infrastructure as Code

Definition and benefits of infrastructure as code
Lesson 1 of 4 within section Infrastructure as Code. You must enroll in this course to access course content.
Tools and techniques for implementing infrastructure as code
Lesson 2 of 4 within section Infrastructure as Code. You must enroll in this course to access course content.
Best practices for setting up and maintaining infrastructure as code
Lesson 3 of 4 within section Infrastructure as Code. You must enroll in this course to access course content.
Test my understanding
Lesson 4 of 4 within section Infrastructure as Code. You must enroll in this course to access course content.

DevOps Metrics and Monitoring

Definition and importance of DevOps metrics
Lesson 1 of 4 within section DevOps Metrics and Monitoring. You must enroll in this course to access course content.
Common DevOps metrics and their measurement methods
Lesson 2 of 4 within section DevOps Metrics and Monitoring. You must enroll in this course to access course content.
Best practices for monitoring and analyzing DevOps metrics
Lesson 3 of 4 within section DevOps Metrics and Monitoring. You must enroll in this course to access course content.
Test my understanding
Lesson 4 of 4 within section DevOps Metrics and Monitoring. You must enroll in this course to access course content.

DevOps Culture and Collaboration

Definition and importance of DevOps culture
Lesson 1 of 4 within section DevOps Culture and Collaboration. You must enroll in this course to access course content.
Key principles and practices of DevOps culture
Lesson 2 of 4 within section DevOps Culture and Collaboration. You must enroll in this course to access course content.
Best practices for fostering collaboration and communication among team members
Lesson 3 of 4 within section DevOps Culture and Collaboration. You must enroll in this course to access course content.
Test my understanding
Lesson 4 of 4 within section DevOps Culture and Collaboration. You must enroll in this course to access course content.

DevOps Tools and Pipelines

Overview of popular DevOps tools and technologies
Lesson 1 of 3 within section DevOps Tools and Pipelines. You must enroll in this course to access course content.
Setting up and configuring DevOps pipelines using tools such as Jenkins, GitLab CI/CD, and CircleCI
Lesson 2 of 3 within section DevOps Tools and Pipelines. You must enroll in this course to access course content.
Test my understanding
Lesson 3 of 3 within section DevOps Tools and Pipelines. You must enroll in this course to access course content.

DevOps in practice

Case studies of successful DevOps implementations
Lesson 1 of 4 within section DevOps in practice. You must enroll in this course to access course content.
Best practices for implementing DevOps in a real-world setting
Lesson 2 of 4 within section DevOps in practice. You must enroll in this course to access course content.
Challenges and considerations for implementing DevOps
Lesson 3 of 4 within section DevOps in practice. You must enroll in this course to access course content.
Wrap-up
Lesson 4 of 4 within section DevOps in practice. You must enroll in this course to access course content.