Data Pipelines, GenAI and Retrieval Augmented Generation (RAG)

February 25, 2026

Data Pipelines, GenAI and Retrieval Augmented Generation (RAG)

this course is designed for learners who want a clear and structured introduction to Data Pipelines, GenAI and Retrieval Augmented Generation. The lessons follow a calm, step-by-step approach that focuses on the essentials, so you are never overloaded with unnecessary detail. Instead of searching through unconnected videos and articles, you work through a step-by-step online course that shows how each idea in builds on the previous one.

This makes it easier to stay focused, revisit important topics when needed, and gradually turn new information into practical skills you can use in real situations.

Overview

This first section of the course is designed to help you become comfortable with the central terms and ideas associated with Data Pipelines, GenAI and Retrieval Augmented Generation. By introducing the main principles of step by step, the course gives you a structured foundation that prepares you for the upcoming lessons.

The explanations highlight why each concept matters and how it connects to the wider subject area. This steady, organised approach supports long-term understanding and helps you progress with confidence.

Who Is This Course For?

This course is intended for learners who appreciate patient explanations and realistic expectations. This training does not assume that you are already familiar with Data Pipelines, GenAI and Retrieval Augmented Generation; instead, it guides you from the beginning and explains why each idea matters before moving on.

It is particularly suitable for people balancing study with work or family commitments. Because the lessons are divided into manageable units, you can make progress even if you only have short periods of time available on most days.

What You Will Learn

The training walks you through the essential ideas behind Data Pipelines, GenAI and Retrieval Augmented Generation, explaining each concept through examples closely aligned with real cases in . The approach ensures that you not only understand the theory, but also see how it works in practice. This makes the learning experience grounded and easy to follow.

By the end, you will feel comfortable applying the principles of the program. You will know how to analyze problems, select the right tools, and complete tasks using the knowledge gained throughout the course.

Requirements

The course is structured to keep the entry threshold low. Even if you are new to , you will find the explanations of Data Pipelines, GenAI and Retrieval Augmented Generation accessible and practical. Each idea is introduced at a comfortable pace, ensuring that you can follow along without difficulty.

A device capable of accessing online lessons and reliable internet connectivity are the only essentials. Additional tools, if any, are simple and will be introduced with guidance.

Learning Format and Course Structure

This course uses a clean, step-by-step structure that introduces each component of Data Pipelines, GenAI and Retrieval Augmented Generation clearly and gradually. Lessons are intentionally short, allowing you to absorb the material without pressure. Examples are used to demonstrate how the ideas function within real situations in .

Because the course is flexible, you can learn whenever you have time. You can always return to earlier lessons in this course if you want to strengthen your understanding.

Benefits of Taking This Course

The course helps you turn Data Pipelines, GenAI and Retrieval Augmented Generation from an abstract idea into something you can use with confidence. Each lesson explains how the methods fit into real scenarios in , so you can clearly see when and why they are useful. This practical angle makes it easier to transfer what you learn into daily work.

After completing the course, you will be able to approach related tasks with more clarity and less trial and error. You gain both a better overview of the subject and concrete steps you can follow when facing new challenges.

Frequently Asked Questions

1. Does the course assume any specific background?
No, it is designed to be accessible to learners with different backgrounds. All essential concepts related to Data Pipelines, GenAI and Retrieval Augmented Generation are introduced within the course itself.

2. How many hours per week should I plan?
This depends on your goals and schedule. Some learners dedicate a few hours per week, while others move faster. The structure of this training supports both.

3. Will I still benefit if I already know some basics?
Yes, the course can help you close gaps, organise your understanding, and connect separate ideas into a more complete picture.

Summary

the program provides a stable framework for learning Data Pipelines, GenAI and Retrieval Augmented Generation without unnecessary pressure. Each lesson adds a small piece to your understanding, until the overall structure of the subject becomes visible. This helps you move from isolated facts to a connected view of how everything works together in .

Once you finish the course, you will have a clearer sense of how to continue. The concepts and examples you have seen form a base that you can revisit and expand whenever needed.

Should you wish to study Data Pipelines, GenAI and Retrieval Augmented Generation in more depth, our website contains all the key information about this course. You can review the structure, see what is covered in each section, and begin the course at a time that works for you.


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