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/"Data Engineering for Beginners: A Step-by-Step Guide to Building Data Pipelines"

"Data Engineering for Beginners: A Step-by-Step Guide to Building Data Pipelines"

Learn withHarshrajsinh Borana

2 modules

Certificate of completion

Lifetime access

Overview

This beginner-friendly course is designed for anyone who wants to dive into the world of data engineering. Data engineers are responsible for collecting, organizing, and managing large volumes of data to make it accessible for analysis and business use. If you're new to data engineering, this course will introduce you to the foundational concepts, tools, and technologies needed to build data pipelines from scratch.

By the end of this course, you'll understand the key components of data engineering, including data ingestion, processing, storage, and automation. Through hands-on projects and real-world examples, you’ll learn how to create data pipelines that move data efficiently across systems.

Key Topics:

  1. Introduction to Data Engineering: Understanding the role of data engineers and the data lifecycle.
  2. Data Types and Structures: Basics of structured, unstructured, and semi-structured data.
  3. Databases 101: Introduction to SQL and NoSQL databases, and how to store and retrieve data.
  4. Introduction to ETL Pipelines: What are ETL (Extract, Transform, Load) pipelines, and why are they important?
  5. Data Ingestion Techniques: Collecting and importing data from multiple sources using APIs and other tools.
  6. Data Processing Tools: Overview of popular tools like Python and Pandas for data processing.
  7. Introduction to Cloud Storage: Basics of cloud platforms (AWS, Azure, Google Cloud) and their role in data storage.
  8. Introduction to Data Warehousing: Simplifying data storage and retrieval with warehouses like AWS Redshift.
  9. Data Pipeline Automation: Basics of automating workflows with tools like Apache Airflow.
  10. Data Security Basics: How to ensure data privacy and protect sensitive information.
  11. Hands-on Project: Building a simple data pipeline from data collection to data storage.

Modules

Chapter 1: Introduction to Data Engineering

9 attachments • 11 mins

Overview & Objecctives

1.1 What is Data Engineering?

1.2 Importance of Data Engineering

1.3 Key Components of Data Engineering

1.4 Skills and Tools for Data Engineers

1.5 Conclusion

Quiz: Chapter 1 - Introduction to Data Engineering

Assignment: Chapter 1 - Reflection on Data Engineering

Course Registration and Feedback Form

Chapter 2: Understanding Data Types and Structures

7 attachments • 10 mins

Overview & Objecctives:

2.1 Types of Data in Data Engineering

2.2 Common Data Types in Data Engineering

2.3 Choosing the Right Data Type for Your Project

2.4 Hands-on Practice: Working with Data Types

Quiz: Chapter 2 - Understanding Data Types and Structures

Assignment: Chapter 2 - Exploring Data Types in Real-World Data

Certification

When you complete this course you receive a ‘Certificate of Completion’ signed and addressed personally by me.

Course Certificate

FAQs

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Can I access the course materials on any device?

Yes, our platform is designed to be accessible on various devices, including computers, laptops, tablets, and smartphones. You can access the course materials anytime, anywhere, as long as you have an internet connection.

How can I access the course materials?

Once you enrol in a course, you will gain access to a dedicated online learning platform. All course materials, including video lessons, lecture notes, and supplementary resources, can be accessed conveniently through the platform at any time.

Can I interact with the instructor during the course?

Absolutely! we are committed to providing an engaging and interactive learning experience. You will have opportunities to interact with them through our community. Take full advantage to enhance your understanding and gain insights directly from the expert.

About the creator

About the creator

Learn withHarshrajsinh Borana

Elevate your learning experience with Harshrajsinh Borana, a passionate expert in Software & Technology. Immerse yourself in a diverse collection of courses, vibrant communities, insightful webinars, and premium digital products. Start your educational journey today!

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