3 Types of Machine Learning

3 Types of Machine Learning

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Active Listening

Think & Share

Today's Agenda

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What is machine learning?

Blooklet Challenge

Google Classroom

Work Time

Learning Objective

SW learn the 3 types and functions of Machine Learning.

DOL

Given the 3 types of machine learning swbat give an analysis of all 3 functions with 100% accuracy.

EQ

What is the difference between artificial intelligence and machine learning?

Multiple Choice

What is machine learning?

• teaching computers to think like humans

• teaching computers to learn from past mistakes

• teaching computers to take over humans in the work force

• teaching computer to recognize voices

Multiple Select

Which 3 tasks are aspects of machine learning?

• counting

• sorting

• collecting

• speaking

• analyzing

Multiple Select

How is machine learning used to help the medical profession?

• determining life spans

• prescribing medicine

• providing legal assistance

• diagnosing some diseases

• helping with

Open Ended

Name one things that you learned from the video.

Supervised Learning

• Supervised learning is one of the most basic types of machine learning. In this type, the machine learning algorithm is trained on labeled data.

• In this type, the machine learning algorithm is trained on labeled data.

• Supervised machine learning algorithms will continue to improve by discovering new patterns and relationships as it trains itself on new data.

Unsupervised Learning

• Unsupervised machine learning works with unlabeled data. This means that human labor is not required.

• Relationships between data points are interpreted by using algorithms with no input required from human beings.

• Unsupervised learning algorithms can adapt to the data by changing hidden structures

Reinforcement Learning

• An algorithm that improves upon itself and learns from new situations using a trial-and-error method.

• Favorable outputs are encouraged or ‘reinforced’, and non-favorable outputs are discouraged or ‘punished’.

• The program is trained to give the best possible solution for the best possible reward.

Applications of Machine Learning

Chatbox

Customer service workers have been replaced by chatbots.

Chatbots can analyze customer questions and provide support.

Online Customization

• Machine learning algorithms also help to improve user experience for customer use online.

• Apps such as Facebook, Snapchat, Netflix, Google, Amazon.