Machine Learning For Artificial Intelligence – On Campus

Machine Learning and Data for Teens

NEW! From decision trees to neural networks, this course will equip you with the tools to create and manipulate Machine Learning models using Python and Google Collab.

 

  • Ages:

    13-17

  • Equipment:
    Laptop required
  • Available locations:
    • No location currently available
  • Pricing details
    Price:
For online courses: these require you to have a capable computer to work on and a broadband internet connection. Most PC/Mac computers from the last 5 years will be fine but you can view our recommended detailed system requirements here. For on campus courses: laptops are provided for all junior courses, as well as Music, Unity, Creative Design & YouTube senior courses. Laptop rental is available for all other senior courses (£50 extra).

Machine Learning For Artificial Intelligence – On Campus

For online courses: these require you to have a capable computer to work on and a broadband internet connection. Most PC/Mac computers from the last 5 years will be fine but you can view our recommended detailed system requirements here. For on campus courses: laptops are provided for all junior courses, as well as Music, Unity, Creative Design & YouTube senior courses. Laptop rental is available for all other senior courses (£50 extra).

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Machine Learning For Artificial Intelligence - On Campus

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Course highlights

MACHINE LEARNING TYPES

MACHINE LEARNING TYPES

Learn all about the different types of Machine Learning models and how they they each work. We'll look at Decision Trees, K-nearest Neighbour and Naive-Bayes

PYTHON & MACHINE LEARNING

PYTHON & MACHINE LEARNING

You'll learn how to use Python in Google Collab to integrate data using different models as well as importing different modules into Python

MACHINE LEARNING & DATA

MACHINE LEARNING & DATA

Using external and internal data sources we'll show you how to make predictions using machine learning. This is one of the most powerful things you can do with Machine Learning

Photo: Machine Learning For Artificial Intelligence – On Campus

Course Overview

Join this course and learn all about Machine Learning and the amazing things it can do. 

We’ll show you how to use Google Collab to make Machine Learning projects. You will also be shown TensorFlow, SciKit Learn, importing Python modules and tKinter to create graphical projects.

Topics covered will include:

  • Computer Vision
  • Text Recognition
  • Classification
  • Decision Trees
  • K-nearest Neighbour
  • Naive-Bayes
  • Intro to Deep Learning
  • Neural Networks

This course will address principles of Artificial Intelligence but won’t go into detail of how to implement it into projects. If you want to learn about A.I please look at our Senior Adventures in A.I course here.

What your child will learn

  • The fundamentals of Machine Learning and what computer confidence means

Typical daily schedule

On Campus 12-17

1.5 hours

ICON: Kick off

Kick off

10 minutes

ICON: Break

Break

50 minutes

ICON: Lesson time

Lesson time

1 hour

ICON: Lunch

Lunch

75 minutes

ICON: Lesson time

Lesson time

10 minutes

ICON: Break

Break

50 minutes

ICON: Lesson time

Lesson time

15 minutes

ICON: Stand ups and finish

Stand ups and finish

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Fire Tech Camp was a great experience and the best camp I've ever been to. I think the camp does a great job in combining fun with learning.

Emma, 13yr old programmer