Vlog

Please consent to cookies to view content.

' ); iframeDoc.close(); } } } } } const observer = new MutationObserver(switchSrc); observer.observe(document.documentElement, { childList: true, subtree: true, }); })();

Vlog

Resources Education Jobs Schools directory News Magazine Courses Log out Help
Home feed
My list
Courses My Jobs Job alerts Career preferences Resources Author dashboard
Settings
Edit account Log out
Home Resources Jobs Schools directory News Magazine Courses Register for free Log in Help

Home feed Edit account About us My products Vlog for schools Work for Vlog Log out
Data science tools and techniques – Edexcel IAL Computer Science

Data science tools and techniques – Edexcel IAL Computer Science

Subject: Computing

Age range: 16+

Resource type: Lesson (complete)

Last updated

10 November 2026

pptx, 583.73 KB
pptx, 583.73 KB
docx, 38.32 KB
docx, 38.32 KB
docx, 39.36 KB
docx, 39.36 KB

Data science tools and techniques lesson for Pearson Edexcel International A Level Computer Science, with editable PowerPoint slides, a student worksheet and full answers. Data science finds patterns in data using collection, cleaning, analysis and visualisation; students look at common tools and methods.

Written for Unit 1 Principles of Computer Science, topic 6 Enabling technologies (specification 6.1.2). Everything is editable, so you can adapt it to your class.

What’s included
  • PowerPoint lesson (15 slides) with teacher notes on every slide
  • Student worksheet (Word), ready to print or edit
  • Answer sheet (Word) with mark-scheme style answers for every question
U1.39 Data science tools and techniques

By the end of the lesson students can:

  • Describe the stages of data science: collection, storage, web scraping, cleaning, analysis and visualisation
  • Explain the legal and ethical limits on web scraping
  • Choose a suitable cleaning step, analysis and chart for a data set

Worksheet sections: A. Key words; B. Clean the data; C. Choose the chart; D. Exam-style questions; E. Challenge

Every lesson includes
  • Learning goals and a starter question
  • Clear explanations, diagrams and worked examples (Python 3 throughout, as the specification requires)
  • A quick check and a “your turn” task linked to the worksheet
  • Exam-style questions with marks, and an exit ticket
Format
  • PowerPoint (.pptx) and Word (.docx), fully editable
  • Works in PowerPoint and Google Slides
  • Calm, muted sixth-form design, consistent across the whole course

These are independent resources written for the Pearson Edexcel International Advanced Level Computer Science specification (Issue 1, first teaching 2026; IAS XCP01, IAL YCP01). They are not produced or endorsed by Pearson.

More lessons in this series

Last updated: November 2026.

Get this resource as part of a bundle and save up to 28%

A bundle is a package of resources grouped together to teach a particular topic, or a series of lessons, in one place.

Bundle

Enabling technologies – Edexcel IAL Computer Science (6 lessons)

6 ready-to-teach lessons for Pearson Edexcel International A Level Computer Science: Enabling technologies. Every lesson has editable PowerPoint slides, a student worksheet and full answers, and the bundle costs less than buying the lessons one by one. A complete, ready-to-teach bundle for Pearson Edexcel International A Level Computer Science (2026): Topic 6 Enabling technologies, in 6 bespoke lessons. Every lesson comes with: - **Editable PowerPoint slides**: goals, starter, explanations, diagrams, worked examples, a quick check, a task and an exit ticket, with teacher notes - **Student worksheet (Word)**: recall, applied practice and exam-style questions with marks - **Answer sheet (Word)**: full mark-scheme style answers Worth £29.94 if bought lesson by lesson. ## What's inside - **U1.38** Big data - **U1.39** Data science tools and techniques - **U1.40** AI and machine learning - **U1.41** Large language models - **U1.42** The IDE and debugging - **U1.43** Version control, open source and APIs ## Why teachers use it - Mapped lesson by lesson to the specification, so coverage is easy to track - Python 3 throughout, as the specification requires - Fully editable: adapt to your class, timings and school template - Works for teaching, revision, cover lessons and homework These are independent resources written for the Pearson Edexcel International Advanced Level Computer Science specification (Issue 1, first teaching 2026; IAS XCP01, IAL YCP01). They are not produced or endorsed by Pearson. Last updated: November 2026.

£12.99

Reviews

Something went wrong, please try again later.

This resource hasn't been reviewed yet

To ensure quality for our reviews, only customers who have purchased this resource can review it

to let us know if it violates our terms and conditions.
Our customer service team will review your report and will be in touch.

£3.00
(no rating)0 reviews

Not quite what you were looking for?Search by keyword to find the right resource: