From the course: AI in RAN (Radio Access Network): Transforming Mobile Networks
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Machine learning fundamentals: A subset of AI
From the course: AI in RAN (Radio Access Network): Transforming Mobile Networks
Machine learning fundamentals: A subset of AI
Imagine if you could predict which customers were going to leave your network before even they thought about it. It sounds like science fiction, right? But with machine learning, it's not only possible, it's already happening. In this video, we'll break down how machine learning works and how it is transforming the telecom industry. So to start with what exactly is machine learning, it is a type of artificial intelligence where computers learn from data rather than being told exactly what to do. So instead of writing a program with step by step instructions, we train a machine learning model by giving it lots of examples. Let's understand it with one example of telecom, where we have lots of data related to signal strength, customer complaints or even dropped calls. We feed this data into a machine or computer and with the help of machine learning model we can then have certain kind of outcomes either the performance is good or not. There are different ways machine can learn and one…
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