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London School of Applied Excellence

Introduction to AI & Machine Learning · IAML

Gain a recognised Introduction to AI & Machine Learning certificate, online and at your own pace

Short course
Featured

Learn the fundamentals of artificial intelligence and machine learning.

Awarded by LSAE

Overview

A comprehensive introduction to AI and machine learning concepts, covering supervised learning, unsupervised learning, neural networks, and practical applications in business.

Who it's for

Managers, team leaders and professionals who want practical skills they can use at work straight away.

What you'll study

  1. Introduction to Artificial Intelligence3 lessons · 22 min

    Understand what AI is, its history, and where it is heading.

    • What Is Artificial Intelligence?
    • History of AI: From Turing to Today
    • Types of AI: Narrow vs General
  2. Supervised Learning4 lessons · 29 min

    Learn regression, classification, and model evaluation techniques.

    • Linear Regression Explained
    • Classification with Logistic Regression
    • Model Evaluation Metrics
    • Supervised Learning Cheat Sheet
  3. Unsupervised Learning2 lessons · 24 min

    Explore clustering, dimensionality reduction, and anomaly detection.

    • K-Means Clustering
    • Principal Component Analysis
  4. Neural Networks & Deep Learning4 lessons · 30 min

    Dive into neural network architectures and deep learning fundamentals.

    • How Neural Networks Work
    • Activation Functions & Backpropagation
    • Convolutional Neural Networks Overview
    • Deep Learning Resources

What you'll be able to do

  • Apply proven frameworks at work
  • Work with more confidence
  • Earn CPD hours for your professional record

Entry requirements

No formal entry requirements. You need a good level of English and access to a computer or phone.

How you're assessed

Short quizzes after each module and a final online assessment. Pass with 70%, with unlimited retakes.

Who awards it

LSAE awards this certificate

Accreditation

This course is accredited by CPD Certification Service. Completing it earns 12 CPD hours.

Frequently asked questions

When can I start?

Any day. All study is online and self-paced.

Can I pay in instalments?

Short courses are paid in full when you register.

Who awards the qualification?

LSAE awards this certificate.

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Price: £149
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