From the course: AI in Connected Products (AIOT)
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What is machine learning?
From the course: AI in Connected Products (AIOT)
What is machine learning?
- Machine learning is the AI that can understand numbers and any other structured data that can be organized into a database. We can get numerical data from IoT sensors of all kinds. Can you think of a connected product that gives out numbers? Next, let's learn about different types of machine learning models that can be built from connected product data. What about your fitness band or mobile phone? Counting how many steps you walked. A machine learning model can predict trends of your health, fitness habit and offer insights. Machine learning can look at weather data and make predictions about pollution levels from city data. Even traffic of how many people cross a road or bridge can be time series data as numbers and can train a machine learning model to predict traffic for better planning by the city. In a smart home or office building, machine learning can be used to understand the energy consumption of…
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