Adult Courses, Adult Free Short Courses

Introduction to Generative AI Artificial Intelligence and Machine Learning

Course Overview

Fee disclaimer

All adult students pay a £30 college membership fee.

Course fees listed below are the maximum fee if paid. Click here to find out more and if you are eligible for free or discounted courses.

Entry requirements

Essential: Level 2 in English and maths

Desirable: Basic programming knowledge

Course information

Embark on a journey into the fascinating world of Artificial Intelligence (AI) and Machine Learning (ML) with our Beginner Course. This comprehensive program spans six weeks, providing you with a solid foundation and hands-on experience in the fundamentals of AI, ML, and Python.

Unleash your potential in the dynamic field of Generative AI. Join our Beginner Course today and kickstart your journey into the exciting realm of Artificial Intelligence and Machine Learning!

This is part 1 of the Generative AI course, which covers the foundational knowledge, with a significant emphasis on practical, hands-on experience using popular cloud platforms. This structure is beneficial for learners and professionals looking to specialize in modern AI and ML technologies and applications.

Key topics

Fundamentals of AI, ML, and Python

  • Introduction to AI and ML
  • Basic concepts and historical context
  • Python for AI and ML
  • Basics of Python
  • Libraries: NumPy, Pandas, Matplotlib

Mathematical Foundations

  • Linear Algebra, Calculus, Statistics
  • Key ML algorithm concepts

Core ML Concepts

  • Supervised Learning
  • Regression classification Model evaluation/validation

Cloud Platforms (AWS)

  • S3, EC2, SageMaker
  • Data processing with AWS

Capstone Project

  • Beginner project using Python and AWS
  • Assessment and review
  • Why study at NCC?

    Hands-on Experience: Engage in practical exercises and projects to reinforce your learning.

    Expert Instructors: Learn from experienced professionals in the field of AI and ML.

    Comprehensive Curriculum: Cover essential concepts, tools, and techniques for a strong foundation.

    Capstone Project: Apply your skills to a real-world project, showcasing your proficiency.

Available Campuses

Dates Schedule Max. fee if paid
Start: 26/01/2026
End: 29/06/2026
Mon (09:30 - 16:00)
£255.00

What Can This Course Lead To

This course will allow you to progress to the Advanced AI course or other qualifications including a Level 4/5 Diploma in Software Development or a Software Development technician Apprenticeship Standard.

Following successful completion of part 1 of this course, you can progress onto part 2. To secure employment in the sector, it is advisable to complete part 2 of the course. Following completion of part 2 of this course, job opportunities include:

  • AI Developer
  • AI Engineer
  • Data Science
  • Software Developer
  • AI Product Manager
  • AI Ethics Consultant
  • AI Instructor/Trainer
  • AI Consultant

For some jobs, you may need to have a higher education degree or AI-related certifications, such as a Certified Artificial Intelligence Engineer (CAIE™) or a Google Data Analytics Certification.

Life At NCC

Discover what life is like at the largest college in East London today!

Facilities for Students

At New City College we have a range of world-class facilities across our campuses.

Financial Support

There are several ways we can help you cover the cost of your studies.

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