Machine learning is getting computers to learn without being explicitly programmed. This intro covers everyday uses like search ranking and recommendations, plus industrial applications like wind-turbine optimization and medical diagnosis. You'll implement ML in code throughout the course.
Welcome to machine learning. What is machine learning? You probably use it many times a day without even knowing it. Anytime you want to find out something like, how do I make a sushi roll? You can do a web search on Google, Bing or Baidu to find out. And that works so well because their machine learning software has figured out how to rank web pages. Or when you upload pictures to Instagram or Snapchat and think to yourself, I want to tag my friends so they can see their pictures. Well, these apps can recognize your friends in your pictures and label them as well. That's also machine learning. Or if you've just finished watching a Star wars movie on a video streaming service and you think, what other similar movies could I watch? Well, the streaming service will likely use machine learning to recommend something that you might like. Each time you use voice to text on your phone to write a text message, hey Andrew, how's it going? Or tell your phone, hey Siri, play a song by Rihanna or ask your other phone, ok, Google, show me Indian restaurants near me. That's also machine learning. Each time you receive an email titled congratulations, you've won a million dollars. Well, maybe you're rich. Congratulations. Or more likely, your email servers will probably flag it as spam. That too is an application of machine learning. Beyond consumer applications that you might use, AI is also rapidly making its way into big companies and into industrial applications. For example, I'm deeply concerned about climate change, and I'm glad to see that machine learning is already hoping to to optimize wind turbine power generation or in healthcare. It's starting to make its way into hospitals to help doctors make accurate diagnoses. More recently at landing AI, I've been doing a lot of work putting computer vision into factories to help inspect if something coming off the assembly line has any defects. That's machine learning. It's a science of of getting computers to learn without being explicitly programmed. In this class, you learn about machine learning and get to implement machine learning in code yourself. Millions of others have taken the earlier version of this course, which is a course that led to the founding of Coursera. And many learners ended up building exciting machine learning systems or even pursuing very successful careers in AI. I'm excited that you're on this journey with me. Welcome. And let's get started.
