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hello hello everybody thank you for joining us for our live stream today my name is Grace Wilson and Im on the student programs team here at MathWorks and Im Ryan Weinstein and I am a Content developer in the training services department here at MathWorks and today were going to be talking about deep learning with images were going to start by going over some pre-processing and preparation steps that you can take with your images and talk about some tools that we have available in Matlab and then well go into a full example of importing and pre-processing some image data using it to create and train a deep neural network and then using that Network to make predictions on new data now for this example well actually be using data thats from a data science competition that is completely online and open to everybody its called the biomasters were showing that up on the screen right now and so if this kind of work is interesting to you I highly recommend checking it out by going t