Course Learning

An algorithm is a set of instructions or rules for completing a task or solving a problem.

We use algorithms to help plan and organise the steps needed to complete many different types of tasks.

Some examples of these tasks include:

• navigating to unfamiliar locations using directions
• developing new skills and techniques
• learning to speak and write a new language
• understanding the rules for sports and games
• writing a program to control a computer-controlled device or system
• organising internet search results by order of importance

Let's say we have a building with an entrance doorway in a busy public street. We only want people who work in that building to be able to open the doors and enter the building.

The doors are part of a computer system that has several parts, such as:

• automatic doors with a lock
• a key card reader
• a key card with the correct code
• a computer processor

We need to create a computer program to control the system and only let in people who have the correct key card.

Before we can write the program, we need to break down or decompose the problem into smaller steps and create an algorithm.

An algorithm will help us decide on the steps we need and the order we need to put them in.

Let's use a flowchart diagram to help us organise our instructions.

• At the start, we want the door to be locked.
• When someone uses a key card in the door lock, we want the computer processor inside the lock to check the key card and see it if has the correct code.
• If the answer is yes then the light should flash green and the door will unlock.
• If the answer is no then the light should flash red and the door should stay locked.

By writing our instructions for the door lock down as an algorithm, we can check our instructions are correct and in the right order.

We can then write the computer program to use in the door lock computer system.

Can you see any problems with this algorithm?

Sometimes our computer program doesn't produce the outcome we want.

We call a mistake in a computer program a bug.

In our door example, staff notice that once the first person had used the system, the door stayed open and anyone could come into the building.

One of the ways we can find and fix bugs is to go back to the original algorithm and see if we made a mistake in the steps, or the sequence we arranged them in.

We can check our algorithm to remind us what we planned to happen and then think about what actually happened.

Can you see what the problem is by looking at the original algorithm flowchart?

Algorithms can also be used inside computer programs and systems to make choices and organise information.

These algorithms are called machine learning algorithms.

Machine learning algorithms contain sets of rules that tell the computer program how to behave when it receives different types of data.

It can learn how to predict what will happen or decide what to do based on all of the data it receives.

The more data it gets, the better it works.

These machine learning algorithms can help a social media platform to choose adverts based on the things you look at on the internet.

It applies the many rules from the algorithm to your data and learns the things you like to do.

You will then tend to mainly see adverts for the things you are interested in.

A search engine algorithm has hundreds of rules that organise the data it has collected about different websites. This helps it decide what order to list the search results in.

The algorithm makes sure that only the most popular and relevant websites go to the top of the search results list.

Algorithms can also be used inside computer programs and systems to make choices and organise information.

These algorithms are called machine learning algorithms.

Machine learning algorithms contain sets of rules that tell the computer program how to behave when it receives different types of data.

It can learn how to predict what will happen or decide what to do based on all of the data it receives.

The more data it gets, the better it works.

These machine learning algorithms can help a social media platform to choose adverts based on the things you look at on the internet.

It applies the many rules from the algorithm to your data and learns the things you like to do.

You will then tend to mainly see adverts for the things you are interested in.

A search engine algorithm has hundreds of rules that organise the data it has collected about different websites. This helps it decide what order to list the search results in.

The algorithm makes sure that only the most popular and relevant websites go to the top of the search results list.