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Beginner 6 weeks 2 sessions/week

AI Fundamentals: From Zero to Practitioner

Your complete introduction to Artificial Intelligence. Understand how AI works, learn the core concepts of machine learning, and build your first model with Python -- no prior experience required.

£1,497 per person

What You'll Learn

01

What is AI?

History, definitions, and the AI landscape today. Understand the difference between narrow AI, general AI, and the current state of the field.

02

Machine Learning Basics

Core concepts of how machines learn from data. Training, testing, overfitting, and the lifecycle of an ML project from start to finish.

03

Supervised vs Unsupervised Learning

Learn the two main paradigms of machine learning. Classification, regression, clustering, and when to use each approach in the real world.

04

Neural Networks Intro

Understand how neural networks work at a conceptual level. Neurons, layers, activation functions, and forward/backward propagation demystified.

05

Hands-on with Python

Get your hands dirty with Python for AI. Set up your environment, work with NumPy and Pandas, and prepare datasets for machine learning.

06

Building Your First Model

Build, train, and evaluate your first machine learning model end-to-end. From data loading to predictions, experience the full ML workflow.

07

Real-World AI Applications

Explore AI in healthcare, finance, marketing, and more. Understand ethical considerations, bias, and responsible AI practices.

Who Is This For

Complete beginners with zero programming or AI experience who want a solid foundation

Freelancers and consultants looking to add AI skills to their portfolio

Career changers transitioning into AI, data science, or machine learning roles

Prerequisites

None -- start from zero. This course is designed for absolute beginners. All you need is a laptop, curiosity, and the willingness to learn. We will guide you through everything step by step.

Course Format

Live Online Sessions

Interactive sessions with real-time Q&A and screen sharing

Recorded Replays

All sessions recorded and available for 12 months after the course

Hands-on Projects

Real-world projects that build your portfolio as you learn

1-on-1 Mentoring

Personal mentoring sessions to address your specific questions

Certificate of Completion

Industry-recognised certificate upon successful completion

Schedule & Pricing

£1,497
6 weeks · 2 sessions per week · 12 sessions total
  • Live interactive sessions
  • 12-month replay access
  • 1-on-1 mentoring
  • Certificate included
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Your Instructors

PP

PeusoPeupon Expert Team

Our AI fundamentals instructors are seasoned practitioners with years of experience building production AI systems. They hold certifications across major cloud platforms and have trained thousands of professionals worldwide.

Frequently Asked Questions

No, absolutely not. This course is designed from the ground up for complete beginners. We start with the very basics and build up gradually. You will learn enough Python during the course to build your first AI model.

Just a laptop with a modern web browser and a stable internet connection. We use cloud-based coding environments so there is nothing to install. Windows, Mac, or Linux all work perfectly.

Yes. Sessions are held in the evenings (UK time) and all sessions are recorded. You can watch replays at your own pace if you miss a live session. Most learners dedicate about 6-8 hours per week.

You will receive a certificate of completion and have the foundation to move on to our intermediate courses such as the Machine Learning Engineering Bootcamp or Prompt Engineering Pro course.