Deep learning basics for beginners

Welcome to my lecture! Nowadays, artificial intelligence is everywhere! You can see artificial intelligence, especially deep learning everywhere. Deep learning can draw beautiful art image , deep learning can make astonishing music, deep learning can even drive! I’m pretty sure that it’s okay to say nowadays are era of deep learning. And what if you can also dive into world of deep learning? As a graduate student, i always wanted to summarize what i learned and introduce it to people to help them understand deep learning more easily. Therefore, in this lecture, we are going to learn basic and really important knowledge that you have to know if you are beginner of deep learning. Before starting this lecture, you should know basic linear algebra, basic knowledge about probability and statistics and basic python programming in advance if you want more smooth understanding. After this lecture, you’ll be ready to dive into deep learning world that change your computer from just computer to tool for deep learning. I hope you to ask anything you want to ask me about lecture, or if there’s something missing or you want to know more, let me know without any hesitation. Again, welcome to my lecture everyone!