Skip to content

Log In
Sign Up
Teachers
Courses
- BTEC Level 3 IT (AAQ)
  
  Information Technology Systems (AAQ)
  
  Website Development (AAQ)
  BTEC Tech Award DIT
  
  Exploring User Interface Design Principles
  
  Collecting, Presenting & Interpreting Data
  
  Effective Digital Working Practices
  BTEC Tech Award Enterprise
  
  Exploring Enterprises
  
  Planning & Presenting a Micro-Enterprise Idea
  
  Marketing & Finance for Enterprise
  OCR National Creative iMedia
  
  Creative iMedia in the Media Industry
  OCR GCSE Computer Science
  
  Computer Systems
  
  Computational Thinking, Algorithms & Programming
  AQA GCSE Computer Science
  
  Computing Concepts
  
  Computational Thinking & Programming Skills
  BTEC Level 3 IT
  
  Information Technology Systems
  
  Creating Systems to Manage Information
  
  Cyber Security & Incident Management
  BTEC Level 3 Computing
  
  Principles of Computer Science
  
  Fundamentals of Computer Systems
  BTEC Level 2 I&CT
  
  The Online World
  
  Technology Systems
  OCR National IT
  
  IT in the Digital World
  T-Level Digital Production
  
  Digital Analysis, Legislation & Emerging Issues
  
  The Business Environment
Memberships
Resource Shop

Log In
Sign Up

Classes
Courses
Tasks
Achievements
Leaderboard

Classes
Courses
Tasks
Achievements
Leaderboard

Achievements
Leaderboard

Fundamentals of Data Analytics

Fundamentals of Data Analytics

Fundamentals of Data Analytics

Lessons covering every topic

Quizzes for every lesson

Analytics for student tracking

Course Dashboard

Content Areas

Topic Area 1

Understanding Data

Topic Area 2

Managing Data

Topic Area 3

Access & Management

Topic Area 4 & 5

Legal Considerations and Job Roles & Skills

Modules

Data Fundamentals Learn how raw facts become meaningful and useful, where they come from, and how their use can help or harm people and organisations.

2 Lessons | 2 Quizzes Sample Module

Data, Information & Knowledge

Data Information & Knowledge

Data & Information in Society

Data & Information in Society

Data Representation & Big Data Explore how different data types and formats shape collection and analysis, and where big data’s scale creates opportunities, constraints, and real-world uses.

4 Lessons | 4 Quizzes

Introduction to Big Data

Introduction to Big Data

Data Formats

File Formats

Data Types & Classifications

Data Types & Classifications

Data Lifecycles & Pipelines Trace how data is created, stored, used, archived and destroyed, and link each lifecycle phase to the analytics pipeline stages that turn data into insight.

2 Lessons | 2 Quizzes

Data Lifecycle Management (DLM)

Data Lifecycle Management (DLM)

Data Analytics Pipeline

Data Analytics Pipeline

Data Gathering & Assurance Plan trustworthy data collection by applying assurance checks and selecting gathering methods that meet a clear purpose with minimal bias.

4 Lessons | 4 Quizzes

Data Assurance Considerations

Data Assurance Considerations

Introduction to Data Gathering

Introduction to Data Gathering

Data Gathering Methods 1

Data Gathering Methods 1

Data Gathering Methods 2

Data Gathering Methods 2

Data Storage Match data states (in transit, at rest, in use) to suitable stores and storage types, on-site and cloud, balancing performance, cost, security and scalability.

3 Lessons | 3 Quizzes

Data Storage Concepts

Data Storage Concepts

On-Site Storage

On-Site Storage

Cloud Storage

Data Processing & Analytics Prepare and maintain data for reliability, then apply the right analytical approach to turn it into answers.

3 Lessons | 3 Quizzes

Data Wrangling & Maintenance

Data Wrangling & Maintenance

Introduction to Data Analytics

Introduction to Data Analytics

Types of Data Analytics

Types of Data Analytics

Data Presentation & Visualisation Present findings with text, tables or visuals and choose visualisation methods that communicate the message clearly and responsibly for the audience.

3 Lessons | 3 Quizzes

Presenting Data

Presenting Data

Data Visualisation Methods 1

Data Visualisation Methods 1

Data Visualisation Methods 2

Data Visualisation Methods 2

Data Archiving & Destruction Plan long-term storage so data stays accessible and secure, then dispose of it safely so it can’t be recovered.

2 Lessons | 2 Quizzes

Data Archiving

Data Destruction

Data Destruction

Application Programming Interfaces (APIs) Understand what APIs enable, where different certifications apply, and how common API styles and data formats shape integration work.

2 Lessons | 2 Quizzes

Introduction to APIs

Introduction to APIs

Types of APIs

Access Control & Permissions Choose the right control model and set clear read, write, edit and delete rights so the right people have the right access.

2 Lessons | 2 Quizzes

User Access Control Models

User Access Control Models

Permissions & Privileges

Permissions & Privileges

Legal Considerations Identify the purpose of key UK laws, what compliance looks like in practice, and how the ICO enforces standards.

2 Lessons | 2 Quizzes

Data Protection Legislation

Data Protection Legislation

Information & Security Legislation

Information & Security Legislation

The Professional Environment Map who does what across the data workflow, match roles to key attributes, and communication skills.

3 Lessons | 3 Quizzes

Data Architects & Engineers

Data Architects & Engineers

Data Analysts & Scientists

Data Analysts & Scientists

DBAs, Machine Learning Engineers & AI Scientists

DBAs, Machine Learning Engineers & AI Scientists

Log In
Sign Up
All Courses
Memberships
Resource Shop

Shopping Cart 0