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£400
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Course Includes:
  • ci Online Study Mode
  • ci 450 Hours
  • ci Study at your own Pace
  • ci Completion Certificate

Key Aspects of Course

  • icon Level 5 Diploma
  • icon Full Online Course
  • icon CPD Approved
  • icon Employer Approved
  • icon Fully Endorsed Course
  • icon 450 Hours Training
  • icon No Entry Requirements
  • icon Boost Your Resume
  • icon Own Pace Study
  • icon Premium Course Material
  • icon Completion Certificate
Special offer

£80

£400
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Data Collection and Data Cleaning

 

The Data Collection and Data Cleaning course is designed to help learners build strong foundations in managing data for analysis, research, and AI applications. The course introduces the fundamentals of gathering reliable data and highlights the importance of maintaining data cleanliness to ensure accuracy and consistency. Students will gain practical experience in collecting, cleaning, and preparing datasets for use in decision-making and advanced analytics.

 

With a strong focus on cleaning datasets, this course equips learners with techniques to handle missing values, detect anomalies, and automate cleaning processes for efficiency. By mastering these skills, students will be prepared to work with real-world data challenges, ensuring the highest data quality and integrity for research, business, and AI-driven projects.

Learning Outcomes
  • Collecting reliable and structured data
  • Cleaning datasets for analysis and reporting
  • Identifying and resolving data anomalies
  • Ensuring data quality and consistency
  • Understanding different data collection methods
  • Handling missing or incomplete data
  • Automating data cleaning workflows
Who should learn
this course
  • Data analysts
  • Business intelligence professionals
  • AI and machine learning practitioners
  • Market researchers
  • Database managers
  • Students pursuing data science
  • IT and software professionals

SYLLABUS

Module 1

Module 1

Introduction to Data Collection and Cleaning

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Module 2

Module 2

Fundamentals of Data Collection

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Module 3

Module 3

Data Collection Techniques

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Module 4

Module 4

Introduction to Data Cleaning

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Module 5

Module 5

Techniques for Handling Missing Data

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Module 6

Module 6

Detecting and Resolving Data Anomalies

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Module 7

Module 7

Automating Data Cleaning Processes

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Module 8

Module 8

Ensuring Data Quality and Preparing for Analysis

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Future market Growth
250 Billion

Expected Artificial Intelligence market growth by the end of 2026

90% Growth

Increased in growth in different learning organizations

Career opportunities

Average Salary

£50k - £110k per Annum

Hiring Companies

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Certifications
Frequently Asked Questions (FAQs)

Our AI Intelligence courses are entirely self-paced, allowing you to study whenever it suits you best. Whether you finish quickly or take your time, there are no deadlines or expiry dates.

No attendance is required. All Artificial Intelligence study materials and assessments are delivered online, enabling full home-study learning without any campus visits.

The course fee displayed on the website includes everything—learning materials, registration, and tutor support. Unless you decide to upgrade your certificate, there are no additional charges.

You’ll be guided by a dedicated tutor who specialises in Artificial Intelligence. They will assist with academic questions, clarify difficult topics, and provide detailed assessment feedback.

Absolutely. Our AI Intelligence courses are open to learners worldwide. As long as you have internet access, you can join from any country.

Our introductory AI Intelligence courses are created specifically for newcomers. They focus on foundational AI concepts before moving into advanced algorithms and applications, making them ideal for first-time learners.

All you’ll need is a laptop or computer with a stable internet connection. Every learning resource, including modules and assessments, is provided digitally—no additional software is required.

Yes. The entire learning journey is completed online, including lessons, reading materials, assignments, and tutor communication. There is no requirement for in-person training.

Upon finishing your chosen programme, you’ll receive an endorsed certificate that can enhance your CV and support your entry into the growing Artificial Intelligence industry.

Completing an AI course can lead to roles such as AI technician, data analyst, machine learning assistant, automation specialist, or support positions within tech-driven companies. Advanced study may open doors to senior AI and machine learning roles.