Data Engineering

Become an expert practitioner of Python programming, SQL and database technology, and the ins and outs of big data in this hands-on qualification in data engineering.



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Programme overview

Gain an overview of data-related fundamentals and advanced big data techniques - the skills required to be a data engineer. In the data engineering fundamentals phase you'll learn how to identify and state problems clearly, how to code effectively in SQL and Python, and get to grips with AWS and a variety of the AWS tools used to work with data in the cloud.

During the big data phase, you'll do a deep dive into all the technicalities and tools used to handle big data. You'll be able to analyse and identify the storage and processing requirements for data you might be dealing with. You'll gain the knowledge to build end-to-end pipelines to move data around. And you'll have an understanding of how to deal with large datasets in a distributed manner.

Is this course for you?

You’re a newcomer to data engineering and you want to close the gaps in your analytical skills and knowledge. You have a passion for hacking things together, common practice in data engineering when integrating the variety of tools on offer.

Or, you’re a professional working in any of a range of business areas, including but not limited to marketing, sales, finance, and operations. You want to learn how to prepare, manage, and transfer data better such that the rest of your organisation can make use of it and operate more smoothly.

Or, you’re new to the world of work and are intrigued by the technical nature of this course and the range of possibilities for a career in tech. How exciting!

Fundamentals

  • Sprint 1: Explore101

    Understand common data terminology and learn how to define your problems before you tackle them.

  • Sprint 2: SQL for Data Science

    Work with SQL to use databases for storing, reading and updating data.

  • Sprint 3: Python for Data Science

    Learn the fundamentals of Python programming: working in notebooks; logic and functions; and data structures.

  • Sprint 4: Cloud Computing

    Get to grips with everything AWS. Learn about a host of services offered by AWS and work hands-on with them to work with data and applications in the cloud.

Big Data

  • Sprint 5: Storing Big Data

    Connect large data sources in the cloud to create data lakes. Understand data analytics as it pertains to big data and data lakes.

  • Sprint 6: Moving Big Data

    This sprint is all about data pipelines. Learn how to get your data where you want it and when, using tools like Apache Hadoop and Spark.

  • Sprint 7: Processing Big Data

    Gain practical experience writing functions in Apache Spark which test quality metrics. Learn how to document data lineage.

Explore values curiosity: Did you know?

The average person falls asleep in 7 minutes

Value-added services

Alongside the technical content, you'll have access to the following services during your time on the course.

  • A proven job search framework

    We’ve developed a framework for a successful job search. Nearly every single graduate who has followed these guidelines has been hired.

  • Thrive

    Our personal development curriculum, Thrive, contains a host of additional content on job searching, interview preparation, technical portfolio curation, cover letter writing, and more.

  • Career coaching

    You'll have access to a dedicated career coach to guide you through an effective job search, including resume review, mock interviews, and strategies for building a job opportunity pipeline.

Your success team

ExploreAI Academy's courses include facilitation during working hours. These are world-class scientists, typically with postgraduate degrees or higher, who are available for consultation throughout the course.

  • Zintle Faltein-Maqubela

    Zintle, head teacher at ExploreAI Academy, comes from the technical background of biology, and is a proud alumnus of ExploreAI's very own data science course.

  • Jamie Snyders

    Jamie, a leading facilitator at ExploreAI Academy, holds a BSc in theoretical physics, and went on to do honours in applied mathematics. He's perfectly suited to help deliver our technical course content, giving students the best chance of success.

  • Chris Barnett

    Chris hails from a rich academic background and holds BSc, MSc, and PhD degrees in chemistry. His rigourous research career positions him perfectly to deliver and provide support in our technical data qualifications.

Payment plans

  • PAY UP FRONT

    Pay your fees in full before the course starts and enjoy a cost saving. No deposit.
    Applications close: 15 January 2023

  • Pay as you Learn

    Pay monthly for the duration of the course. Fees are payable in advance each month.
    Applications close: 15 January 2023

  • PAY OFF A LOAN

    Pay your tuition fees off over a 36-month period, starting from the beginning of the first month of the course.
    Applications close: 15 January 2023

  • Accelerator income share agreement

    No upfront cost. Do the course, we help you find a job, and you pay us up to 15% of your monthly salary until you've paid back your tuition. Assessments and video interview apply.
    Applications close: 9 November 2022

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